The rise of interpolated content?

One thing that might stand out when we look back at 2014 is the rise of interpolated content. We’ve become used to translating around auto-correct errors in texts and emails but we seem to be at a tipping point where software is going ahead and rewriting content rather than prompting you to notice and edit things yourself.

iOS doesn’t just highlight or fix typos, it changes the words you’ve typed. To take one example, iOS users might use ‘ill’ more than they use ‘ilk’, but if I typed ‘ilk’ I’m not happy when it’s replaced by an algorithmically-determined ‘ill’. As a side note, understanding the effect of auto-correct on written messages will be a challenge for future historians (much as it is for us sometimes now).

And it’s not only text. In 2014, Adobe previewed GapStop, ‘a new video technology that eases transitions and removes pauses from video automatically’. It’s not just editing out pauses, it’s creating filler images from existing images to bridge the gaps so the image doesn’t jump between cuts. It makes it a lot harder to tell when someone’s words have been edited to say something different to what they actually said – again, editing audio and video isn’t new, but making it so easy to remove the artefacts that previously provided clues to the edits is.

Photoshop has long let you edit the contrast and tone in images, but now their Content-Aware Move, Fill and Patch tools can seamlessly add, move or remove content from images, making it easy to create ‘new’ historical moments. The images on extrapolated-art.com, which uses ‘[n]ew techniques in machine learning and image processing […] to extrapolate the scene of a painting to see what the full scenery might have looked like’ show the same techniques applied to classic paintings.

But photos have been manipulated since they were first used, so what’s new? As one Google user reported in It’s Official: AIs are now re-writing history, ‘Google’s algorithms took the two similar photos and created a moment in history that never existed, one where my wife and I smiled our best (or what the algorithm determined was our best) at the exact same microsecond, in a restaurant in Normandy.’ The important difference here is that he did not create this new image himself: Google’s scripts did, without asking or specifically notifying him. In twenty years time, this fake image may become part of his ‘memory’ of the day. Automatically generated content like this also takes the question of intent entirely out of the process of determining ‘real’ from interpolated content. And if software starts retrospectively ‘correcting’ images, what does that mean for our personal digital archives, for collecting institutions and for future historians?

Interventions between the act of taking a photo and posting it on social media might be one of the trends of 2015. Facebook are about to start ‘auto-enhancing’ your photos, and apparently, Facebook Wants To Stop You From Uploading Drunk Pictures Of Yourself. Apparently this is to save your mum and boss seeing them; the alternative path of building a social network that don’t show everything you do to your mum and boss was lost long ago. Would the world be a better place if Facebook or Twitter had a ‘this looks like an ill-formed rant, are you sure you want to post it?’ function?

So 2014 seems to have brought the removal of human agency from the process of enhancing, and even creating, text and images. Algorithms writing history? Where do we go from here? How will we deal with the increase of interpolated content when looking back at this time? I’d love to hear your thoughts.

Confluence on digital channels; technologists and organisational change?

I suspect this is a few posts in one, but bear with me as I think aloud…

There can be only one…

I’m fascinated with the idea that digital channels are the point where the various functions of a museum – marketing, research, collections, outreach, education, fundraising, etc – meet. (If you’ve worked in a museum for a while you’ve probably witnessed heated internal discussions about which departments can have prominent spots on the front page of a museum website, or about who runs the $MuseumName Twitter or Facebook accounts.) This confluence in digital channels hopefully encourages organisations to think about what content (and who) best represents them to the world – but I suspect that often it’s less about the public engagement strategy and more about organisational history and politics.

Similarly, building websites, apps and social media entails a series of decisions that operationalise a museum’s big ‘vision’ statements; but as these decisions are made on the fly, they’re often again less strategic and more subject to the vagaries of the organisation. For technologists, there’s often also a tension between wanting to ensure sensible digital decisions are made and not wanting to be a bottleneck in the long line of sign-off documents and meetings involved in museum projects (and I’m still not sure how best to resolve that, especially when it’s easy to make the wrong choice but technology changes more quickly than most museums can train staff).

Museums seem to struggle when the quality of those decisions, and therefore the quality of the final product, rests in part on whether audience-focused experts in technology, content, and graphic and experience design are present and heard at critical points, even when their recommendations contradict those of more established voices.

Why websites suck (or suck more than they should)

Building digital products means challenging ‘the way things have always been done’, and while museums-as-organisations are notoriously resistant to change, these definitional issues around the role of a digital team – technical delivery, content strategy, experience design, or some combination of the three – aren’t unique to heritage organisations. Analytics guru Avinash Kaushik wrote: “I believe most websites suck because HiPPOs create them. HiPPO is an acronym for the ‘Highest Paid Person’s Opinion’. … The HiPPO is a poor stand-in for what customers want”. That’s possibly putting it too strongly, but it seems that potentially interesting digital projects do fail to deliver on that potential more often than they should, and it’s not only because museums are generally a long way from thinking ‘digital first‘.

So who can stand up to ‘the way things have always been done’ and inter-departmental bun fights and represent the needs of our audiences in technology projects? In museums there’s often a perception that digital teams are a service department (perhaps because of their roots in IT departments) while digital teams see themselves as creative departments, commissioning content and design, producing innovative experiences and consulting within the museum on digital projects and audience needs as well as delivering technical solutions. Coming down on the side of web teams in ‘Web teams need real authority‘ Paul Boag pronounced: “web teams should have the final say about what appears on the website. They should have the authority to reject content, remove out of date content and maintain editorial control”. His post got such a huge response that he expanded on this in another article, ‘Paul Boag: give web teams more authority‘, where he called for organisations to break out of entrenched working methods and “establish a separate web strategy that defines who owns the website, how it will be operated and how editorial decisions are made”. He noted that successful websites aren’t just about code, “it’s also about helping bring about cultural change to allow better management of sites”. While Claire Ross’ experience with digital R&D in museums might be more intense than the usual museum digital project, it bears out my experience that (in the words of one senior digital manager) ‘organisational change is one of the most important things about what we do’ and that this changes needs to be supported by senior management to be truly effective.

The call for strategic decision-making about organisational websites (and by extension, other digital channels) isn’t new but it might be getting to the point where we can’t ignore it. In 2011 Jonathan Kahn wrote A List Apart article on ‘Web Governance: Becoming an Agent of Change, noting that the “the website is now the digital manifestation of the organization” but that “the user experiences we deliver don’t meet our expectations [because] when it comes to the web, organizations are broken”. The article proposes ‘web governance‘ as a combination of web strategy, web governance, web execution, and web measurement. And it’s not all doom and gloom – many organisations (museums included) are resolving issues around web governance and thriving in a digital environment. But what happens to museums that rely on old models and don’t sort out web governance until it’s too late?

As Kahn says:

“The internet revolution has created huge social change: it’s changed the way people relate to organizations and it’s already destroyed several once-mighty industries, like newspapers, travel agents, and music publishing. Although we’re comfortable with the idea that the web is critical to organizations, we often miss the corollary: the web has changed the way organizations operate, and in many cases it’s changed their business models, too. When executives can’t see that, it causes a crisis. Welcome to your daily web-making reality.”

Sound familiar?

[Edit to add: the Museums Computer Group has a call for papers for UK Museums on the Web 2012 on the theme of ‘strategically digital’ and you might want to submit a proposal soon if you’ve been working on these kinds of issues. Disclosure: I’m the MCG’s Chair.]

And therefore, museum technologists need to step up…

A while ago, I had one of those epiphanies that occur in random conversations when I realised that my views as a technologists are informed more by my experience as a business analyst and user experience researcher than my time as a programmer: for me, being a technologist is not (only) about knowing how to cut code, it’s about years of sitting in a room listening to people describe their problems, abstracting and analysing them to understand the problem space and thinking about how technology-driven change fits in that particular context.

I’m wondering if a better definition of museum technologist is someone who can appropriately apply a range of digital solutions to help meet the goals of a particular museum project. Even better, a museum technologist should be able to empathise with stakeholders enough to explain the implications of their technology choices for established internal work patterns and to contextualise them in relation to audience expectations. I guess this is also a reflection of the social changes the internet has brought – we geeks aren’t immune from the need to change and adapt.

[Update, April 2013: I wonder what the answer would be if we asked other museum staff what they think a technologist should be? The role of ‘translator’ is valued by some project teams, but is the technologist always the best person for the job? If you’re reading this before April 12 2013, you might want to take the survey ‘What is a Museum Technologist anyway?‘ that Rob Stein and Rich Cherry have put together.]


If you liked this post, you may also be interested in Museums and iterative agility: do your ideas get oxygen? (21 November 2010) and A call for agile museum projects (a lunchtime manifesto) (10 March 2009).

Museums and the audience comments paradox

I was at the Imperial War Museum for an advisory board meeting for the Social Interpretation project recently, and had a chance to reflect on my experiences with previous audience participation projects.  As Claire Ross summarised it, the Social Interpretation project is asking: does applying social media models to collections successfully increase engagement and reach?  And what forms of moderation work in that environment – can the audience be trusted to behave appropriately?

One topic for discussion yesterday was whether the museum should do some ‘gardening’ on the comments.  Participation rates are relatively high but some of the comments are nonsense (‘asdf’), repetitive (thousands of variants of ‘Cool’ or ‘sad’) or off-topic (‘I like the museum’) – a pattern probably common to many museum ‘have your say’ kiosks.  Gardening could involve ‘pruning’ out comments that were not directly relevant to the question asked in the interactive, or finding ways to surface the interesting comments.  While there are models available in other sectors (e.g. newspapers), I’m excited by the possibility that the Social Interpretation project might have a chance to address this issue for museums.

A big design challenge for high-traffic ‘have your say’ interactives is providing a quality experience for the audience who is reading comments – they shouldn’t have to wade through screens of repeated, vacuous or rude comments to find the gems – while appropriately respecting the contribution and personal engagement of the person who left the comment.

In the spirit of ‘have your say’, what do you think the solution might be?  What have you tried (successfully or not) in your own projects, or seen working well elsewhere?

Update: the Social Interpretation have posted I iz in ur xhibition trolling ur comments:

“One of the most discussed issues was about what we have termed ‘gardening comments’ but to put it bluntly it’s more a case of should we be ‘curating the visitor voice’ in order to improve the visitor experience? It’s a difficult question to deal with… 

We are at the stage where we really do want to respect the commenter, but also want to give other readers a high value experience. It’s a question of how we do that, and will it significantly change the project?”

If you found this post, you might also be interested in Notes from ‘The Shape of Things: New and emerging technology-enabled models of participation through VGC’.

Update, March 2014: I’ve just been reading a journal article on ‘Normative Influences on Thoughtful Online Participation’. The authors set out to test this hypothesis:

‘Individuals exposed to highly thoughtful behavior from others will be more thoughtful in their own online comment contributions than individuals exposed to behavior exhibiting a low degree of thoughtfulness.’ 

Thoughtful comments were defined by the number of words, how many seconds it took to write them, and how much of the content was relevant to the issue discussed in the original post. And the results? ‘We found significant effects of social norm on all three measures related to participants’ commenting behavior. Relative to the low thoughtfulness condition, participants in the high thoughtfulness condition contributed longer comments, spent more time writing them, and presented more issue-relevant thoughts.’ To me, this suggests that it’s worth finding ways to highlight the more thoughtful comments (and keeping pulling out those ‘asdf’ weeds) in an interactive as this may encourage other thoughtful comments in turn.

Reference: Sukumaran, Abhay, Stephanie Vezich, Melanie McHugh, and Clifford Nass. “Normative Influences on Thoughtful Online Participation.” In Proceedings of the 2011 Annual Conference on Human Factors in Computing Systems, 3401–10. Vancouver, BC, Canada: ACM, 2011. http://dl.acm.org/citation.cfm?id=1979450.

It’s Backup Saturday!

Ironically (?), the original image is no longer available

If Backup Saturday is too casual, call it Digital Preservation Saturday. Whatever you call it, it’s time to do some digital housekeeping.

This post is an attempt to reduce the number of sad status updates or requests for help I see when people have lost years of personal photos, contacts or calendars when their laptop or phone died or was stolen, or when people can’t recover that vital document for their research or tax return… There’s never a perfect time to do it, so just back up your files now. Phones and laptops are particularly easy to lose and are more likely to have precious photos or important documents, so start with them.

If you don’t have an external hard drive order one online and in the meantime, burn to a CD or DVD or copy files to a USB stick.  There’s no harm in having lots of copies (barring confusion over different versions of docs), so if you want to be really careful, swap external drives with a friend so you’ve each got an off-site copy of your most important files.  Use online services like Dropbox (my referral link, non-referral link) etc to keep files on your computer backup up online, but don’t rely on them alone.  (The referral links give us each extra storage, which is nice.)

Backup email

Things change all the time so always check for more recent advice (this goes for everything on the page), but this article covers some good options for backing up Gmail (or try GMVault) and here’s information on backing up Thunderbird, and try this if you’re stuck on Outlook. I download an old Yahoo account to Thunderbird via POP mail, which might be the easiest way to deal with YMail and Hotmail.

While you’re at it, back up your profile or preferences for your web browser – it’s amazing how much information is stored in your browser history, bookmarks, etc. You can access saved passwords in Firefox and other browsers – obviously saving screenshots of the screen is a security risk but it can also help you remember older passwords if you’re locked out of software.

Backup social media

‘Turbulence’ seems to be the IT trend for this decade (and maybe every decade), so it’s a good idea to regularly back up whatever social media sites you rely on.  I haven’t tried services like Backupify (more info) – if you’ve got experience with them, let me know in the comments.  Check back over your registration emails to remind yourself which services you’ve signed up for and use that as a checklist.

Services that backup tweets and other social media come and go (like Twapperkeeper and Twitoaster), so it’s a good idea to not only choose services that let you easily export your archive, but also to put a monthly note in your calender to go in and actually run the export.  Saved copies of web pages might not work later, so a really low-tech solution is to copy all the text in a page and dump it into a text file or e.g Word document.  I use SearchHash to archive hashtags, but you have to get in quickly as the Twitter API often only provides access to the past few days’ tweets.  You can also archive tweets via Google spreadsheets.

You can download your data from Facebook via the ‘Download a copy of your Facebook data’ on your settings page – it’s not perfect, but again, it’s better than nothing.  While Flickr is a good option for backing up images, you might also want to save the tags and comments that live on Flickr.  There are a number of tools for backing up Flickr, try these or these to start with.

Backup websites

Most blogs will let you export your posts, but the exported file isn’t usually ‘human-readable’ until you’ve imported it into another blog, and there’s always a chance that you’ll lose some information.

An option that works well on all kinds of websites is HTTrack – I’ve used it for archiving sites and the results are good – it creates a locally-browseable static version of your site, preserving content and layouts.  This isn’t the same as backing up your code or databases, but if you’re at that point I assume you know how to backup these yourself. Bonus points if you’ve tested restoring from backups to check that the process actually works!

You can also add links to the Internet Archive (and while you’re at it, why not make a donation?).

Backup devices

You can back up Apple products like iPods, iPhones, iPads with iTunes, but it doesn’t hurt to download photos etc into other folders too – both MacOS and Windows have system apps that will download photos when you plug in the device – ‘Image Capture’ on my Mac and an Explorer window on my PC.

Nokia phones can be backed-up with Nokia PC Suite on Windows or iSync on MacOS (can be tricky). I’ve used SMS to Text on Android – it saved a file to my phone’s disk, then I copied it over to my computer.

Backup other specialist software

Whatever you do, you probably use specialist software.  If you use reference management software, back it up!  Here are instructions for backing up EndNote, Mendeley and Zotero to get you started…

More digital housekeeping…

If you’ve made it this far, why not check that your anti-virus software is up-to-date, and run a deep scan?  If you haven’t got anti-virus software, get some now – MoneySavingExpert has a useful guide to Free Antivirus Software. And speaking of money, if your bank doesn’t keep all your bank statements online, or you’re about to change chards, it’s a good time to download your bank statements.

And if you’ve already done all that, why not offer to help a friend get their backup and anti-virus sorted?

‘We’ll be like Adam and Eve biting the apple, and suddenly realizing that we’re naked’

This was a draft post from July 2010. At the time it was prompted by yet another Facebook privacy scare (‘Facebook data harvester speaks out‘) but it’s more and more relevant each day. The quote was such a succinct summary of the state of privacy and social media that I had to share it: ‘we’ll be like Adam and Eve biting the apple, and suddenly realizing that we’re naked’.

It’s from Perspective: Carnegie Mellon’s Jesse Schell on Mobile and the Art of Game Design:

I’ve been thinking a lot about augmented reality. I’ve been thinking about how very soon all the scattered data about us on the web will be consolidated in ways that will shock us. Someone will hold their smartphone up as they walk by my car, my house, or my person, and suddenly get information about my life, my interests, and my family. This is going to make us feel like our privacy has been violated, even though no new data is being shared — rather, the old data that is already out there on Facebook and on the web is going to be consolidated in unexpected ways. We’ll be like Adam and Eve biting the apple, and suddenly realizing that we’re naked.

What would a digital museum be like if there was never a physical museum?

This is partly an experiment in live-blogging a conversation that’s mostly happening on twitter – in trying to bridge the divide between conversation that anyone can jump into, and a sometimes intimidating comment box on an individual blog; and partly a chance to be brave about doing my thinking in public and posing a question before I’ve worked out my own answer…

I’ve been thinking about the question ‘if physical museums were never invented, how would we have invented digital museums?‘ for a while (I was going to talk about this at GLAM-WIKI but decided not to subject people to a rambling thought piece exploring the question).  By this I don’t mean a museum without objects, rather ‘what if museums weren’t conceived as central venues?’.  Today, in the spirit of avoiding a tricky bit of PHP I have to deal with on my day off, I tweeted: “Museums on the web, social media, apps – stories in your everyday life; visiting physical museum – special treat, experience space, objects?”.  By understanding how the physical museum has shaped our thinking, can we come up with models that make the most of the strengths, and minimise the weaknesses, of digital and physical museums? How and where can people experience museum collections, objects, stories, knowledge? How would the phenomenology of a digital museum, a digital object, be experienced?

And what is a ‘museum’ anyway, if it’s not represented by a building?  In another twitter conversation, I realised my definition is something like: museums are for collections of things and the knowledge around them.

Then a bit of explanation: “Previous tweet is part of me thinking re role of digital in museums; how to reconcile internal focus on physical with reach of digital etc” (the second part has a lot to do with a new gallery opening today at work, and casting my mind back to the opening of Who Am I? and Antenna in June).

Denver Art Museum’s Koven J. Smith has been discussing similar questions: ‘What things do museums do *exclusively* because of tradition? If you were building a museum from scratch, what would you do differently?’. My response was “a museum invented now would be conversational and authoritative – here’s this thing, and here’s why it’s cool”.


Other questions: Did the existence of the earlier model muddy our thinking?  How can we make online, mobile or app visitors as visible (and as important) as physical visitors?  (I never want to see another email talking about ‘real [i.e. physical] and online’ visitors).

So, what do you think?  And if you’ve come here from twitter, I’d be so thrilled if you bridged the divided and commented!  I’ll also update with quotes from tweets but that’ll probably be slower than commenting directly.

Anyway, I can see lots of comments coming in from twitter so I’m going to hit ‘publish post’ now…

[Update – as it turns out, ‘live blogging’ has mostly turned into me updating the post with clarifications, and continuing discussion in the comments. I find myself reluctant to re-contextualise people’s tweets in a post, but maybe I’m just too sensitive about accidentally co-opting other people’s voices/content.  If you want to share something on twitter rather than in a comment, I’m @mia_out.]

Notes on ‘User Generated Content’ session, Open Culture Conference 2010

My notes from the ‘user generated content’ parallel track on first day of the Open Culture 2010 conference. The session started with brief presentations by panellists, then group discussions at various tables on questions suggested by the organisers. These notes are quite rough, and of course any mistakes are mine. I haven’t had a chance to look for the speakers’ slides yet so inevitably some bits are missing, and I can only report the discussion at the table I was at in the break-out session. I’ve also blogged my notes from the plenary session of the Open Culture 2010 conference.

User-generated content session, Open Culture, Europeana – the benefits and challenges of UGC.
Kevin Sumption, User-generated content, a MUST DO for cultural institutions
His background – originally a curator of computer sciences. One of first projects he worked on at Powerhouse was D*Hub which presented design collections from V&A, Brooklyn Museum and Powerhouse Museum – it was for curators but also for general public with an interest in design. Been the source of innovation. Editorial crowd-sourcing approach and social tagging, about 8 years ago.

Two years ago he moved to National Maritime Museum, Royal Observatory, Greenwich. One of the first things they did was get involved with Flickr Commons – get historic photographs into public domain, get people involved in tagging. c1000 records in there. General public have been able to identify some images as Adam Villiers images – specialists help provide attribution for the photographer. Only for tens of records of the 000s but was a good introduction to power of UGC.

Building hybrid exhibition experiences – astronomy photographer of the year – competition on Flickr with real world exhibition for the winners of the competition. ‘Blog’ with 2000 amateur astronomers, 50 posts a day. Through power of Flickr has become a significant competition and brand in two years.

Joined citizen science consortia. Galaxy Zoo. Brainchild of Oxford – getting public engaged with real science online. Solar Stormwatch c 3000 people analysing and using the data. Many people who get involved gave up science in high school… but people are getting re-engaged with science *and* making meaningful contributions.

Old Weather – helping solve real-world problems with crowdsourcing. Launched two months ago.
Passion for UGC is based around where projects can join very carefully considered consortia, bringing historical datasets with real scientific problems. Can bring large interested public to the project. Many of the public are reconnecting with historical subject matter or sciences.

Judith Bensa-Moortgat, Nationaal Archief, Netherlands, Images for the Future project
Photo collection of more than 1 million photos. Images for the future project aims to save audio-visual heritage through digitisation and conservation of 1.2 million photos.

Once digitised, they optimise by adding metadata and context. Have own documentalists who can add metadata, but it would take years to go through it all. So decided to try using online community to help enrich photo collections. Using existing platforms like Wikipedia, Flickr, Open Street map, they aim to retrieve contextual info generated by the communities.  They donated political portraits to Wikimedia Commons and within three weeks more than half had been linked to relevant articles.

Their experiences with Flickr Commons – they joined in 2008. Main goal was to see if community would enrich their photos with comments and tags. In two weeks, they had 400,000 page views for 400 photos, including peaks when on Dutch TV news. In six months, they had 800 photos with over 1 million views. In Oct 2010, they are averaging 100,000 page views a month; 3 million overall.

But what about comments etc? Divided them into categories of comments [with percentage of overall contributions]:

  • factual info about location, period, people 5%; 
  • link to other sources eg Wikipedia 5%; 
  • personal stories/memories (e.g. someone in image was recognised); 
  • moral discussions; 
  • aesthetical discussions; 
  • translations.

The first two are most important for them.
13,000 tags in many languages (unique tags or total?).
10% of the contributed UGC was useful for contextualisation; tags ensure accessibility [discoverability?] on the web; increased (international) visibility. [Obviously the figures will vary for different projects, depending on what the original intent of the project was]

The issues she’d like to discuss are – copyright, moderation, platforms, community.

Mette Bom, 1001 Stories about Denmark
Story of the day is one of the 1001 stories. It’s a website about the history and culture of Denmark. The stories have themes, are connected to a timeline.  Started with 50 themes, 180 expert writers writing the 1001 stories, now it’s up to the public to comment and write their own stories. Broad definition of what heritage is – from oldest settlement to the ‘porn street’ – they wanted to expand the definition of heritage.

Target audiences – tourists going to those places; local dedicated experts who have knowledge to contribute. Wanted to take Danish heritage out of museums.

They’ve created the main website, mobile apps, widget for other sites, web service.  Launched in May 2010.  20,000 monthly users. 147 new places added, 1500 pictures added.

Main challenges – how to keep users coming back? 85% new, 15% repeat visitors (ok as aimed at tourists but would like more comments). How to keep press interested and get media coverage? Had a good buzz at the start cos of the celebrities. How to define participation? Is it enough to just be a visitor?

Johan Oomen, Netherlands Institute for Sound and Vision, Vrij Uni Amsterdam. Participatory Heritage: the case of the Waisda? video labelling game.
They’re using game mechanisms to get people to help them catalogue content. [sounds familiar!]
‘In the end, the crowd still rules’.
. Tagging is a good way to facilitate time-based annotation [i.e. tag what’s on the screen at different times]

Goal of game is consensus between players. Best example in heritage is steve.museum; much of the thinking about using tagging as a game came from Games with a Purpose (gwap.com).  Basic rule – players score points when their tag exactly matches the tag entered by another within 10 seconds. Other scoring mechanisms.  Lots of channels with images continuously playing.

Linking it to twitter – shout out to friends to come join them playing.  Generating traffic – one of the main challenges. Altruistic message ‘help the archive’ ‘improve access to collections’ came out of research with users on messages that worked. Worked with existing communities.

Results, first six months – 44,362 pageviews. 340,000 tags to 604 items, 42,068 unique tags.
Matches – 42% of tags entered more than 2 times. Also looked at vocab (GTAA, Cornetto), 1/3 words were valid Dutch words, but only a few part of thesauruses.  Tags evaluated by documentalists. Documentary film 85% – tags were useful; for reality series (with less semantic density) tags less useful.

Now looking at how to present tags on the catalogue Powerhouse Museum style.  Experimenting with visualising terms, tag clouds when terms represented, also makes it easy to navigate within the video – would have been difficult to do with professional metadata.  Looking at ‘tag gardening’ – invite people to go back to their tags and click to confirm – e.g. show images with particular tags, get more points for doing it.

Future work – tag matching – synonyms and more specific terms – will get more points for more specific terms.

Panel overview by Costis Dallas, research fellow at Athena, assistant professor at Panteion University, Athens.
He wants to add a different dimension – user-generated content as it becomes an object for memory organisations. New body of resources emerging through these communication practices.
Also, we don’t have a historiography anymore; memory resides in personal information devices.  Mashups, changes in information forms, complex composed information on social networks – these raise new problems for collecting – structural, legal, preservation in context, layered composition.  What do we need to do now in order to be able to make use of digital technologies in appropriate, meaningful ways in the future? New kinds of content, participatory curation are challenges for preservation.

Group discussion (breakout tables)
Discussion about how to attract users. [It wasn’t defined whether it was how to attract specifically users who’ll contribute content or just generally grow the audience and therefore grow the number of content creators within the usual proportions of levels of participation e.g. Nielsen, Forrester; I would also have liked to discussed how to encourage particular kinds of contributions, or to build architectures of participation that provided positive feedback to encourage deeper levels of participation.]

Discussion and conclusions included – go with the strengths of your collections e.g. if one particular audience or content-attracting theme emerges, go with it.  Norway has a national portal where people can add content. They held lots of workshops for possible content creators; made contact with specialist organisations [from which you can take the lesson that UGC doesn’t happen in a vacuum, and that it helps to invest time and resources into enabling participants and soliciting content].  Recording living history.  Physical presence in gallery, at events, is important.  Go where audiences already are; use existing platforms.

Discussion about moderation included – once you have comments, how are they integrated back into collections and digital asset management systems?  What do you do about incorrect UGC displayed on a page?  Not an issue if you separate UGC from museum/authoritative content in the interface design.  In the discussion it turned out that Europeana doesn’t have a definition of ‘moderation’.  IMO, it should include community management, including acknowledging and thanking people for contributions (or rather, moderation is a subset of community management).  It also includes approving or reviewing and publishing content, dealing with corrections suggested by contributors, dealing with incorrect or offensive UGC, adding improved metadata back to collections repositories.

User-generated content and trust – British Library apparently has ‘trusted communities’ on their audio content – academic communities (by domain name?) and ‘everyone else’.  Let other people report content to help weed out bad content.

Then we got onto a really interesting discussion of which country or culture’s version of ‘offensive’ would be used in moderating content.  Having worked in the UK and the Netherlands, I know that what’s considered a really rude swear word and what’s common vocabulary is quite different in each country… but would there be any content left if you considered the lowest common standards for each country?  [Though thinking about it later, people manage to watch films and TV and popular music from other countries so I guess they can deal with different standards when it’s in context.]  To take an extreme content example, a Nazi uniform as memorabilia is illegal in Germany (IIRC) but in the UK it’s a fancy dress outfit for a member of the royal family.

Panel reporting back from various table discussions
Kevin’s report – discussion varied but similar themes across the two tables. One – focus on the call to action, why should people participate, what’s the motivation? How to encourage people to participate? Competitions suggested as one solution, media interest (especially sustained). Notion of core group who’ll energise others. Small groups of highly motivated individuals and groups who can act as catalysts [how to recruit, reward, retain]. Use social media to help launch project.

1001 Danish Stories promotional video effectively showed how easy the process of contributing content was,  and that it doesn’t have to to be perfect (the video includes celebrities working the camera [and also being a bit daggy, which I later realised was quite powerful – they weren’t cool and aloof]).
Giving users something back – it’s not a one-way process. Recognition is important. Immediacy too – if participating in a project, people want to see their contributions acknowledged quickly. Long approval processes lose people.
Removal of content – when different social, political backgrounds with different notions of censorship.

Mette’s report – how to get users to contribute – answers mostly to take away the boundaries, give the users more credit than we otherwise tend to. We always think users will mess things up and experts will be embarrassed by user content but not the case. In 1001 they had experts correcting other experts. Trust users more, involve experts, ask users what they want. Show you appreciate users, have a dialouge, create community. Make it a part of life and environment of users. Find out who your users are.

Second group – how Europeana can use the content provided in all its forms. Could build web services to present content from different places, linking between different applications.
How to set up goals for user activity – didn’t get a lot of answers but one possibility is to start and see how users contribute as you go along. [I also think you shouldn’t be experimenting with UGC without some goal in mind – how else will you know if your experiment succeeded?  It also focusses your interaction and interface design and gives the user some parameters (much more useful than an intimidating blank page)].

Judith’s report (including our table) – motivation and moderation in relation to Europeana – challenging as Europeana are not the owners of the material; also dealing with multilingual collections. Culturally-specific offensive comments. Definition and expectations of Europeana moderation. Resources need if Europeana does the moderation.
Incentives for moderation – improving data, idealism, helping with translations – people like to help translate.

Johan’s report – rewards are important – place users in social charts or give them a feeling of contributing to larger thing; tap into existing community; translate physical world into digital analogue.
Institutional policy – need a clear strategy for e.g. how to integrate the knowledge into the catalogue. Provide training for staff on working with users and online tools. There’s value in employing community managers to give people feedback when they leave content.
Using Amazon’s Mechanical Turk for annotations…
Doing the projects isn’t only of benefit in enriching metadata but also for giving insight into users – discover audiences with particular interests.

Costis commenting – if Europeana only has thumbnails and metadata, is it a missed opportunity to get UGC on more detailed content?

Is Europeana highbrow compared to other platforms like Flickr, FB, so would people be afraid to contribute? [probably – there must be design patterns for encouraging participation from audiences on museum sites, but we’re still figuring out what they are]
Business model for crowdsourcing – producing multilingual resources is perfect case for Europeana.

Open to the floor for questions… Importance of local communities, getting out there, using libraries to train people. Local newspapers, connecting to existing communities.

Survey results: is it friendly or weird when a museum twitter account follows you back?

Last Tuesday, I asked ‘If you follow a museum on twitter, is it friendly or weird if it follows you back?‘ after calls from some quarters for #followavisitor #followamember or #MuseumsFollowYouBack days after followamuseum day on Twitter.  The poll gathered 50 responses overall and I’ve presented an overview of the results here.

Question 2 was added in response to a suggestion from a respondent after 20 responses had already been given, so for this reason alone, the results should not be taken as anything other than an interesting indication of responses.  I’ve shared the written responses to various questions, and provided a quick and dirty analysis of the results.

1. If you follow a museum on twitter, do you want it to follow you back?

Yes 49%
No 26.50%
It depends 26.50%

13 further comments were given for ‘it depends’:

  • if they’re conversational or broadcasting
  • I hope they do, they don’t have to.
  • Depends on what the account is doing. If it’s just sending out announcements, who cares if it follows you back? If they’re actually using Twitter, and there’s an actual person back there somewhere doing something interesting, I’d be pleased if they decided to follow me, like any other user.
  • Of couirse I’d like it, but I understand if they don’t due to over-following capacity!
  • If the museum is going to engage w/ me then yes; if it’s just to broadcast I’m on the fence
  • I’m an art historian, so if an art museum started to follow me, I would be flattered! But if another kind of museum followed me, I would be slightly confused. So I think it would depend entirely on the profession of the person and if they use their account in a professional way
  • If they start wanting to be my best bud, I’d probably get creeped out and block them.
  • I wouldn’t mind being followed, but not as a data point in a marketing database or to get impersonal spam.
  • I don’t think I really have a strong view either way.
  • Why?
  • If I’ve started a discussion with said museum through twitter
  • Don’t mind either way in most cases
  • it has no material effect — I don’t gain anything from it following me.
I also posted the question on Facebook, and two people said it was weird. One went further, “I think it’s weird, unless you primarily tweet about museums. I assume that anyone following me that is following more than 200 people doesn’t actually read my tweets.”.

2. If you follow a museum on twitter, do you mind if it follows you back?

Yes 2%
No 44%
It depends 14%
Skipped 40%
[See note above about the number of ‘skipped’ responses]

7 further comments were given for ‘it depends’:

  • I’d rather be able to look at who you follow to find other twitterers of interest. Can’t do that if you follow thousands of people back. Be selective so we can look thru them.
  • not unless my tweet is museum related
  • It depends on whether I know who is behind the tweets. Being a museum professional, sometimes they are colleagues, and that’s okay with me.
  • I don’t really care, but I think it’s silly.
  • I just don’t see why they would, it doesn’t help either of us
  • See above 🙂
  • I would prefer it to follow back, especially if it’s relevant to my own areas of historical interest, but no one has to follow anyone they don’t want to.

So it looks like you can’t win – almost 50% of new followers expect you to follow them and 50% either don’t, or only do under some circumstances.  As you can see from the responses to questions 3 and 4 (below), the results have presumably been skewed as 50% of respondents have a close involvement with museums, and a whopping two-thirds have a professional or academic interest in social media. I’m using the free version of SurveyMonkey so can’t easily split out the ‘social media’ or ‘museum professional’ responses from the rest to see if people who are neither have different views on reciprocal following.

The only way to get a sense of whether followers of your particular museum account expect to be followed back, or mind being followed back, may be to ask them directly.

Of the people who were able to answer question 2, a very small minority unequivocally minded being followed by a museum account, but 44% of those who answered don’t mind if a museum account doesn’t follow them back.

Another interesting question would have been ‘is it friendly or weird if an organisation follows you after you mention them?’ – if you do any more research into the issue, let me know.

Question 6 asked for ‘Any other comments?’.

  • Though I don’t work in a museum, I work in or with museums. I think the main issue is that museums tweeting should have personality, you should feel it’s a person (or group of people) that want to engage with you. I think if they follow me, it’s more likely they will hear me and engage.
  • By following and being followed by a museum it creates a sense of community (although of course I realize the museums won’t have time to read all the tweets).
  • I run a twitter account on behalf of a library, and think it’s good manners to follow back someone who follows you (like returning a hello). I always try to reply to people who want to talk to us, but try not to butt into conversations that are *about* us, but which don’t want us to reply to them (this can be tricky). As a user, by and large – I only want to talk to museums when I know the people doing the tweeting – and in New Zealand, I know most of these people anyway. Internationally, I do the same thing. Courtney Johnston, @auchmill, @nlnz
  • I like when museums respond to my comments or @ replies, but I’m not as comfortable with them following me. Being responsive is different than following.
  • Twiter has become one of the best sources for professional info & contacts @innova2
  • It would be more useful for the museum to keep track of hashtags, etc.
  • I want to communicate with people I follow, so following me back makes it easier. I don’t expect them to read all/most of what I say, but it’s nice…especially on my protected account (otherwise they never see the @)
  • Museums rock!
  • I don’t really mind either way. I find it flattering if an institution wants to follow me. They must think I have something to say!
  • I feel that museums have a great opp to get more individuals involved in history and the arts via social media – personally I follow a few and am always pleased to hear about new exhibits, events, etc.
  • I work with museums, that’s why I would like them to follow me back. I use Twitter for work, so I don’t mind if they follow back. If I would talk to my friends over Twitter about private stuff maybe I WOULD mind….
  • If a museum (or anyone) didn’t follow back, I would probably unfollow after a while unless their tweets were really something special.
  • I want people/institutions to follow me if they have genuine interest in my tweets – the same criteria I apply when choosing who to follow myself!
  • The real question probably should have been (or maybe an additional question should have been): do you MIND if a museum you follow follows you back. Because really, I don’t necessarily want them to, but I don’t mind if they do. I have the power to block if need be.
  • I think if the Museum was clear about WHY it was following me on twitter it would be less “stalkerish”. In general I somewhat expect to be followed by those I am following. Although I am not sure if organizations (Museums) really need to follow individuals. I would imagine the Museum’s staff would be overwhelmed with the number of completely unrelated tweets. What would be the advantage that couldn’t be obtained better by simply searching twitter for key terms related to the museum, content, exhibit, etc? (Note: I do not work “in” a museum but have worked with over 6 museums to define and develop their websites and web marketing activities)
  • I manage a twitter feed for a project at a science center. I follow people, organizations and businesses that are in the service area for the project (a watershed). I also follow other organizations that are working on similar issues (water quality).
  • I think not following people back is poor Twitter etiquette. That is like saying to someone, “Listen to me! But I won’t listen to you!”
  • 1. Personally, I find follow bots mildly more insulting than not being followed back. 2. In my professional capacity tweeting for a museum, if someone @mentions us, I follow them (I consider it friendly). The fact that this could be done equally well (and more efficiently) by a bot disturbs me a bit.
  • I tweet with an interest in culture, art, and museums in mind. It’s more of a compliment for museums to follow back than a feeling of being stalked, as it shows interest in its reader’s tweets.
  • Leave the poor souls alone, they only want to know what’s going on at your museum. I’ve blocked Museum of London (and I have every reason to trust them. Or not)
  • How is it stalkerish…dumb survey
  • Happy to be followed if it would help the museum understand more about its audience  
So that’s that.   I thought ‘being responsive is different than following’ summed things up quite nicely, but whatever your view, some interesting opinions have been expressed above.
I hadn’t considered before that not following someone back was rude – I must appear terribly rude on my personal accounts but I just can’t keep up with so many accounts, especially as I can have lots of time away from the keyboard.

Finally, the demographic questions (kept brief to keep the survey short)
3. Do you work, study or volunteer in a museum?
Yes 56%
No 44%

4. Do you work, study or volunteer in social media?
Yes 68%
No 32%

5. Where in the world are you?

Countries Total respondents
Australia 2
Belgium 1
Canada 2
Germany 1
Netherlands 4
New Zealand 1
Norway 1
Spain 2
Switzerland 1
UK 17
USA 18

If you follow a museum on twitter, is it friendly or weird if it follows you back?

Another Quick and Dirty Completely Unscientific Survey [tm].  Today was #followamuseum day on Twitter, and it’s all lovely and stuff, but I noticed some comments tagged #followavisitor #followamember or #MuseumsFollowYouBack suggesting that museums should follow you back. Now, I personally hate it* when an institution I’ve followed or mention follows me – particularly when I’ve only mentioned them in twitter conversation and not actually directed a comment at their username.  Ugh, creepy.

So we clearly have two different sets expectations about our relationships with institutional accounts. I wanted to know what the expectations ‘out there’ were, so I whipped up a quick survey and tweeted it, asking ‘Friendly or stalkerish?’.  I’ve also asked the question on Facebook, where my network is much less museum-y and social network-y**. You can go add your opinion now: http://www.surveymonkey.com/s/CSVXVCM

A supplementary question I didn’t add: “if a museum follows you back, do you really think they have time to read your tweets, or just respond to @ replies?”

* nearly all the time, anyway. I’d never think ‘ooh, they’re interested in me as an individual’, even though, y’know, I’m really interesting and stuff.

** You can tell, because my brother thought it was hilarious to respond: “You should go further and, whenever anyone visits the museum, pay them a return visit to check out all the stuff at their place. Imagine that! They’ll love it!”, but someone, somewhere, is adding that to their museum marketing plan.

Links of interest – November 2009

I’ve fallen into the now-familiar trap of posting interesting links on twitter and neglecting my blog, but twitter is currently so transitory I figure it’s worth collecting the links for perusal at your leisure. Sometimes I’ll take advantage of the luxury of having more than 140 characters and add comments [in brackets].

  • ‘vision video’ for Project Natal – lots of UX challenges but the hardware and software sound amazing already http://procrastineering.blogspot.com/2009/06/project-natal.html [physical and gestural interfaces, spatial, facial recognition – all kinds of “we’re living in the future” stuff]
  • Museum website sharing… RT @LSpurdle: The project plan and final report for the Pre-Raphaelite project are here Pre-Raphaelite resource site
  • Thoughtful piece on twitter and nature of engagement at confs When Social Technologies Become AntiSocial (HT @jtrant) [part of an on-going debate about whether the ‘backchannel’ should be made public during conference presentations. My gut feeling is that it’s distracting, and as in this case, sometimes particularly unfair on the speaker. I do think twitter displays elsewhere in a conference work really well. The backchannel is so useful for all the social and peer connection stuff at conferences, but ultimately you’re in a session to listen to the speakers and most of us find concentrating on one thing for a long period of time difficult enough these days so might need all the help we can get.]
  • “Let’s make public speaking and public listening an art form.” spectacle at Web2.0 Expo… from my perspective (HT @zambonini) [danah boyd’s perspective on the event that triggered the above post]
  • No public back channel – ‘My vote would be to take the toy away from the kids until they can act old enough to use it.’ http://bit.ly/2GbzmH [public back channel again]
  • research gems: ‘it’s like a vicious circle, except it’s not that vicious, it’s just a circle’ http://is.gd/53noQ [just plain funny]
  • Brilliant for cultural heritage RT @givp RT @yunilee Unbelievable software turns average webcam into 3D scanner. http://tinyurl.com/ykpzc2e [not real time, I assume – but it could be brilliant for quick and dirty object digitisation]
  • RT @dannybirchall: What do you think of my new website? http://www.wellcomecollection.org/
  • Nice one! RT @richbs: Beautiful visualisation of V&A Collections from The Times on Saturday
  • Academic Journal Racket – ‘the IOP Physics package … is costing us an amount close to the annual salary of a lecturer.’
  • advertisers don’t get it. Using personal profiles for marketing messages destroys the value of the platform A Friend’s Tweet Could Be an Ad
  • V cool! RT @marialgilbert: Esquire magazine’s current issue includes augmented reality http://www.youtube.com/watch?v=LGwHQwgBzSI Consumer buys ‘key’ to content.
  • Aren’t museums already broadcasters, on the internet? Or does TV trump YouTube? “Museums and broadcasters must work together” [I do have a blind spot around the ‘museums as broadcasters’ idea – maybe I already take it as a given, or maybe it’s because I don’t have a TV? @NickPoole1 has been tweeting about it a bit, but I think I prefer ‘museums as platform’ to ‘museums as broadcasters’. Spaces for learning, discussion, reflection. Possibly related to Clay Shirky’s talk at the Smithsonian – ‘If you think of every artefact as a latent community, much of social values comes from convening platforms available for people to start sharing value in communities of practice. … If you think value is only things that you buy and manage and control… being a platform increases value for and the loyalty of the people who go there.’]
  • Blimey! RT @bus_tops: The Illustrated Man: How LED Tattoos Could Make Your Skin a Screen
  • Amazed by these stats ‘MSN Hotmail’s remained the most popular email service provider’ at 33%, Yahoo 14%, Gmail 6% [It really annoys me that Nomensa don’t link to the original source for their stories. They post great content, but it’s unusable without proper attribution]
  • Nice one! RT @museweb:Museums and the Web Copyright Form reworked as a non-exclusive license [related: “really enjoyed this post from @lisadempster http://tr.im/EPzH about her personal experience as author publishing with Creative Commons”]
  • This is ace, I love museum trails ‘Same-sex desire and gender identity‘ at the British Museum
  • Not sure about PDF but useful still RT @zambonini: Just discovered www.tweetdoc.org – an easy way of saving (PDF) twitter search results
  • BBC bows to SEO‘ – longer headlines on story pages, shorter on indexes for same stories
  • RT @coscultcom we’ve listened to your comments and changed our criteria – do one thing and do it well. More info at Cosmic Collections – do one thing and do it well
  • Fail! RT @bwyman: MS’s IE9 team blog post about standards and interoperability requires a silverlight install http://is.gd/4YjAP
  • RT @Wittylama: new blog: my recommendation to #GLAM for the #wikimedia collab. with highest return for lowest risk http://bit.ly/2FGKZT
  • interesting but terrifying ‘The future of entertainment: outside the box‘ vs ‘reasons why adults and teens use online networks‘ (and next slide)
  • thoughtful discussion of the post-release life and impact of a museum API http://bit.ly/2MPqEi from @brooklynmuseum
  • ace posts on visualising museum data http://tr.im/FbsD http://tr.im/FbsT (and built in reading list if you’re into infovis) on Museum Pipes [also on infographics, infovis: “infographics xkcd style http://xkcd.com/657/large/“]
  • RT @bathlander: You can now search all the public collections of the Smithsonian in one place! http://collections.si.edu 2.3 million records
  • I love this comic because a) it’s about coffee and b) it’s an ace infographic
  • NMI at Walker Art Center are my heroes ‘New Media kills in the Walker’s pumpkin carving contest’ http://bit.ly/1FGstB (HT @danielincandela)
  • EU says you must accept browser cookies?! http://is.gd/4SI4Y No way, urgh (HT @benosteen)
  • Hmm, wonder if I could hook online coll pages RT @lorcanD: Virtual International Authority File. Thom Hickey article. http://bit.ly/2HKf6X
  • RT @librarianbyday: If Your Patrons Continually Use Your Catalog the Wrong Way the Problem Isn’t Them http://bit.ly/R1eH (via @NancyProctor)
  • The ‘What is keeping women out of technology?’ article confuses ‘technology’ with ‘networking’ http://bit.ly/2hcLTz [The ‘phone, handbag’ thing is ridiculous – even if it’s true, it doesn’t matter why you don’t answer the phone, and I’m pretty sure we have some methods for asynchronous communication these days – ooh, like voicemail, email, direct message… It’s a shame the author doesn’t really get around to addressing his original question, except to say that he doesn’t want to hear any of the reasons commonly given. Why ask then?]
  • RT @gkob:funny how well @stefanomaz summarizes the triplification hype RT @sclopit: Data Smoke and Mirrors http://bit.ly/5fJv3
  • “this is my freaking HOUSE” – issues with ‘the gathering clouds of a location-based privacy storm’ http://tr.im/EvTX [and] social media makes your privacy leaky, because as careful as you are, even geek friends can be unsavvy about privacy and social media
  • RT @elyw: check out Museum Victoria’s new History & Technology collections online
  • Excellent insight into problems with large sites RT @bwyman: American Airlines fires UX designer for caring too much http://is.gd/4O6q2
  • I can’t believe this kid is only 16. ‘Digital Open Winners: Australian Teen Crafts “Sneaky” Games’ http://bit.ly/2FzBoz
  • no idea where this link came from so no HT but wow! AR with movable screen shows what church would look like un-destroyed http://tr.im/E4BM
  • A response to A N Wilson in the Mail ‘An uncertain scientist’s guide to taking risks’ http://tr.im/E4xP Also good on climate change action [earlier tweet: “Ha ha ha, hilarious article by A N Wilson about the trouble with scientists. http://bit.ly/3jCVUc HT @benosteen“]
  • such a simple but brilliant accessibility idea – magnifier application in Nokia phones for help with fine print http://is.gd/4McVg
  • Excellent post – IMA’s Rob Stein on benefits and challenges of transparency and museums http://is.gd/4McL8
  • ALA on websites for learners… they ‘need an environment that is narrative, interactive, and discoverable.’ http://bit.ly/2FfzSL
And stuff I really must find time to read properly:
Finally, a tweet about an interview with me about the Cosmic Collections competition.
I really should group those tweets and replace all the shortened links with the full URLs but it’s already taken a surprisingly long time to put this post together.