Saturday, 1 October 2011
Usability: the key that unlocks geeky goodness
I posted on the project blog about how I worked out a testing plan to encourage user-centred design and set up the usability sessions in Evaluating Pelagios' usability, set out how a test session runs (with sample scripts and tasks) in Evaluating usability: what happens in a user testing session? and finally I posted some early Pelagios usability testing results. The results are from a very small sample of potential users but they were consistent in the issues and positive results uncovered.
The wider lesson for LOD-LAM (linked open data in library, archives, museums) projects is that user testing (and/or a strong user-centred design process) helps general audiences (including subject specialists) appreciate the full potential of a technically-led project - without thoughtful design, the results of all those hours of code may go unloved by the people they were written for. In other words, user experience design is the key that unlocks the geeky goodness that drives these projects. It's old news, but the joy of user testing is that it reminds you of what's really important...
Tuesday, 30 June 2009
'Shownar: reflecting online buzz around BBC programmes' [read: museum objects]
Today sees the launch of Shownar; a new prototype from BBC Vision which aims
to track online buzz around BBC TV and radio programmes and reflect it back in
useful and interesting ways, aiding programme discovery and providing onward
journeys to discussion about those programmes on the wider web....
Shownar aims to track the wealth of activity that takes place around BBC progammes online and work out which are currently gaining the most attention.
...
So, how does it work? In the first instance, we decided to focus on tracking in-bound links to programme-related pages on bbc.co.uk, so we could be confident that the discussions were actually about a BBC programme ... We took a look at a range of possible suppliers, and for this initial prototype chose data provided by Yahoo! Search BOSS, Nielson Online's BlogPulse (which indexes over 100 million blogs), and Twingly (which searches microblogging services like Twitter, Jaiku and Identi.ca for links, even when they are shortened using URL shortening services such as TinyURL and bit.ly). We are also ingesting data from LiveStats, the BBC's own real-time indicator of traffic. Once ingested, this data is processed according to a specially created algorithm to calculate the 'buzz measure' for every BBC programme - more detail on the algorithm can be found on Shownar's Technical information page.
The post discusses some of the interfaces and benefits - I think the possibilities are pretty endless, and will be exploring how it might enhance the discoverability of and harness conversations about the Science Museum's online collections over the year.
Hat tip: @giv_p
Monday, 23 June 2008
Quick and light solutions at 'UK Museums on the Web Conference 2008'
Frankie Roberto, 'The guerrilla approach to aggregating online collections'
He doesn't have slides, he's presenting using Firefox 3. [You can also read Frankie's post about his presentation on his blog.]
His projects came out of last year's mashed museum day, where the lack of re-usable cultural heritage data online was a real issue. Talk in the pub turned to 'the dark side' of obtaining data - screen scraping was one idea. Then the idea of FoI requests came up, and Frankie ended up sending Freedom of Information requests to national museums in any electronic format with some kind of structure.
He's not showing site he presented at Montreal, it should be online soon and he'll release the code.
Frankie demonstrated the Science Museum object wiki.
[I found 'how it works' as focus of the object text on the Science Museum wiki a really interesting way of writing object descriptions, it could work well for other projects.]
He has concerns about big top down projects so he's suggesting five small or niche projects. He asked himself, how do people relate to objects?
1. Lots of people say, "I've got one of these" so: ivegotoneofthose.com - put objects up, people can hit button to say 'I have one of those'. The raw numbers could be interesting.
[I suggested this for Exploring 20th Century London at one point, but with a bit more user-generated content so that people could upload photos of their object at home or stories about how they got it, etc. I suppose ivegotoneofthose.com could be built so that it also lets people add content about their particular thing, then ideally that could be pulled back into and displayed on a museum site like Exploring. Would ivegotoneofthose.com sit on top of a federated collections search or would it have its own object list?]
2. Looking at TheyWorkForYou.com, he suggests: TheyCollectForYou.com - scan acquisition forms, publish feeds of which curators have bought what objects. [Bringing transparency to the acquisition process?]
3. Looking at howstuffworks.com, what about howstuffworked.com?
4. 'what should we collect next?' - opening up discourse on purchasing. Frankie took the quote from Indiana Jones: thatbelongsinamuseum.com - people can nominate things that should be in a museum.
5. pricelessartefact.com - [crowdsourcing object evaluation?] - comparing objects to see which is the most valuable, however 'valuable' is defined.
[Except that possibly opens the museum to further risk of having stuff nicked to order]
Fiona Romeo, 'Different ways of seeing online collections'
I didn't take many detailed notes for this paper, but you can see my notes on a previous presentation at Notes from 'Maritime Memorials, visualised' at MCG's Spring Conference.
Mapping - objects don't make a lot of sense about themselves, but are compelling as part of information about an expedition, or failed expedition.
They'll have new map and timeline content launching next month.
Stamen can share information about how they did their geocoding and stuff.
Giving your data out for creative re-use can be as easy as giving out a CSV file.
You always want to have an API or feed when doing any website.
The National Maritime Museum make any data set they can find without licensing restrictions and put it online for creative re-use.
[Slide on approaches to data enhancement.]
Curation is the best approach but it's time-consuming.
Fiona spoke about her experiments at the mashed museum day - she cut and paste transcript data into IBM's Many Eyes. It shows that really good tools are available, even if you don't have resources to work with a company like Stamen.
Mike Ellis presented a summary of the 'mashed museum' day held the day before.
Questions, wrap up session
Jon - always assume there (should be) an API
[A question I didn't ask but posted on twitter: who do we need to get in the room to make sure all these ideas for new approaches to data, to aggregation and federation, new types of experiences of cultural heritage data, etc, actually go somewhere?]
Paul on fears about putting content online: 'since the state of Florida put pictures of their beaches on their website, no-one goes to the beach anymore'.
Metrics:
Mike: need to go shout at DCMS about the metrics, need to use more meaningful metrics especially as thinking of something like APIs
Jon: watermark metadata... micro-marketing data.
Fiona: send it out with a wrapper. Make it embeddable.
Question from someone from Guernsey Museum about images online: once you've downloaded your nice image its without metadata. George: Flickr like as much data in EXIF as possible. EXIF data isn't permanent but is useful.
Angela Murphy: wrappers are important for curators, as they're more willing to let things go if people can get back to the original source.
Me, referring back to the first session of the day: what were Lee Iverson's issues with the keynote speech? Lee: partly about the role of institution like the BBC in modern space. National broadcaster should set social common ground, be a fundamental part of democratic discussion. It's even more important now because of variety of sources out there, people shutting off or being selective about information sources to cope with information overload. Disparate source mean no middle ground or possibility of discussion. BBC should 'let it go' - send the data out. The metric becomes how widely does it spread, where does it show up? If restricted to non-commercial use then [strangling use/innovation].
The 'net recomender' thing is a flawed metric - you don't recommend something you disagree with, something that is new or difficult knowledge. What gets recommended is a video of a cute 8 year old playing Guitar Hero really well. People avoid things that challenge them.
Fiona - the advantage of the 'net recomender' is it's taking judgement of quality outside originating institution.
Paul asked who wondered why 7 - 8 on scale of 10 is neutral for British people, would have thought it's 5 - 6.
Angela: we should push data to DCMS instead of expecting them to know what they could ask for.
George: it's opportunity to change the way success is measured. Anita Roddick says 'when the community gives you wealth, it's time to give it back'. [Show, don't tell] - what would happen if you were to send a video of people engaging instead of just sending a spreadsheet?
Final round comments
Fiona: personal measure of success - creating culture of innovation, engagement, creating vibrant environment.
Paul: success is getting other people to agree with what we've been talking about [at the mashed museum day and conference] the past two days. [yes yes yes!] A measure of success was how a CEO reacted to discovering videos about their institution on YouTube - he didn't try to shut it down, but asked, 'how we can engage with that'
Ross on 'take home' ideas for the conference
Collections - we conflate many definitions in our discussions - images, records, web pages about collections.
Our tone has changed. Delivery changed - realignment of axis of powers, MLA's Digital portfolio is disappearing, there's a vacuum. Who will fill it? The Collections Trust, National Museum Directors' Conference? Technology's not a problem, it's the cultural, human factors. We need to talk about where the tensions are, we've been papering over the cracks. Institutional relationships.
The language has changed - it was about digitisation, accessibility, funding. Three words today - beauty, poetry, life. We're entering an exciting moment.
What's the role of the Museums Computer Group - how and what can the MCG do?
Friday, 20 June 2008
'Sector-wide initiatives' at 'UK Museums on the Web Conference 2008'
In the interests of getting my notes up quickly I'm putting them up pretty much 'as is', so they're still rough around the edges. There are quite a few sections below which need to be updated when the presentations or photos of slides go online. Updated posts should show in your RSS feed but you might need to check your settings.
[I hope Bridget puts some notes from her paper on her blog because I didn't get all of it down.]
The session was introduced as case studies on how cross institutional projects can be organised and delivered. She mentioned resistance to bottom-up or experimental approach, institutional constraints; and building on emerging frames of web.
Does the frame of 'the museum' make sense anymore, particularly on the web? What's our responsibilities when we collaborate? Contextual spaces - chance to share expertise in meaningful ways.
It's easy to revert to ways previous projects have been delivered. Funding plans don't allow for iterative, new and emergent technologies.
Carolyn Royston and Richard Morgan, V&A and NMOLP.
The project is funded by the 'invest to save' program, Treasury.
Aims:
Increase use of the digital collections of the 9 museums (no new website)
No new digitisation or curatorial content.
Encourage creative and critical use of online resources.
[missed one]
Sustainable high-quality online resource for partners.
The reality - it's like herding cats.
They had to address issue of partnership to avoid problems later in project.
Focussed on developing common vision, set of principles on working together, identify things uniquely achievable through partnership, barriers to success, what added value for users.
Three levels of barriers to success - one of working in an inter-museum collaborative way, which was first for those nationals; organisational issues - working inter-departmentally (people are learning or web or whatever people and not used to working together); personal issues - people involved who may not think they are web or learning people.
These things aren't necessary built in to project plan.
Deliverables: web quests, 'creative journeys', federated search, [something I missed], new ways of engaging with audiences.
Web Quests - online learning challenge, flexible learning tool mapped to curriculum. They developed a framework. It supports user research, analysis and synthesis of information. Users learn to use collections in research.
Challenges: creating meaningful collection links; sending people to collections sites knowing that content they'd find there wasn't written for those audiences; provide support for pupils when searching collections. Sustainable content authoring tool and process.
[I wondered if the Web Quest development tools are extendible, and had a chance to ask Carolyn in one of the breaks - she was able to confirm that they were.]
Framework stays on top to support and structure.
Creative journeys:
[see slide]
They're using Drupal. [Cool!]
[I also wondered about the user testing for creative journeys, whether there was evidence that people will do it there and not on their blogs, Zotero, in Word documents or hard drives - Carolyn also had some information on this.]
Museums can push relevant content.
What are the challenges?
How to build and sustain the Creative Journeys (user-generated content) communities, individually and as a partnership?
Challenge to curatorial authority and reputation
Work with messiness and complexity around new ways of communicating and using collections
Copyright and moderation issues
But partners are still having a go - shared risk, shared success.
Federated search
Wasn't part of original implementation plan
[slide on reasons for developing]
Project uses a cross collection search, not a cross collection search project. The distinction can be important.
The technical solution was driven by project objectives [choices were made in that context, not in a constraint-free environment.]
Richard, Technical Solution
The back-end is de-coupled from front end applications
A feed syndicates user actions.
Federated search - a system for creating machine readable search results and syndicating them out.
Real time search or harvester. [IMO, 'real time' should always be in scare quotes for federated searches - sometimes Google creates expectations of instantaneous results that other searches can't deliver, though the difference may only be a matter of seconds.]
Data manipulation isn't the difficult bit
Creative Journeys - more machine readable data
Syndicated user interactions with collections.
Drupal [slide]
Human factor - how to sell to board
Deploy lightweight solutions. RAD. Develop in house, don't need to go to agency.
[I'd love it if the NMOLP should have a blog, or a holding page, or something, where they could share the lessons they've learnt, the research they've done and generally engage with the digital museum community. Generally a lot of these big infrastructure projects would benefit from greater transparency, as scary as this is for traditional organisations like museums. The open source model shows that many eyeballs mean robust applications.]
Jeremy Ottevanger and Europeana/the European Digital Library
[I have to confess I was getting very hungry by this point so you might get more detailed information from Jeremy's blog when he adds his notes.]
Some background on his involvement in it, hopes and concerns.
"cross-domain access to Europe's cultural heritage"
Our content is more valuable together than scattered around.
Partnership, planning and prototyping
Not enough members from the UK, not very many museums.
Launch November this year
Won't build all of planned functionality - user-generated content and stuff planned but not for prototype.
Won't build an API or all levels of multiple linguality (in first release). Interface layer may have 3 or 4 major languages; object metadata (maybe a bit) and original content of digitised documents.
Originals on content contributors site, so traffic ends up there. That's not necessarily clear in the maquette (prototype). [But that knowledge might help address some concerns generally out there about off-site searches]
Search, various modes of browsing, timeline and stuff.
Jeremy wants to hear ideas, concerns, ambitions, etc to take to plenary meeting.
He'd always wanted personal place to play with stuff.
[Similarly to my question above, I've always wondered whether users would rely on a cultural heritage sector site to collate their data? What unique benefits might a user see in this functionality - authority by association? live updates of data? Would they think about data ownership issues or the longevity of their data and the reliability of the service?]
Why are there so few UK museums involved in this? [Based on comments I've heard, it's about no clear benefits, yet another project, no API, no clear user need] Jeremy had some ideas but getting in contact and telling him is the best way to sort it out.
Some benefits include common data standards, a big pool of content that search engines would pay attention to in a way they wouldn't on our individual sites. Sophisticated search. Will be open source. Multi-lingual technology.
Good news:
"API was always in plans".
EDLocal - PNDS. EU projects will be feeding in technologies.
Bad news: API won't be in website prototype. Is EDLocal enough? Sustainability problems.
'Wouldn't need website at all if had API'. Natural history collections are poorly represented.
Is OAI a barrier too far? You should be able to upload from spreadsheet. [You can! But I guess not many people know this - I'm going to talk to the people who coded the PNDS about writing up their 'upload' tool, which is a bit like Flickr's Uploadr but for collections data.]
Questions
Jim O'Donnell: regarding the issue of lack of participation. People often won't implement their own OAI repository so that requirement puts people off.
Dan Zambonini: aggregation fatigue. 'how many more of these things do we have to participate in'. His suggestion: tell museums to build APIs so that projects can use their data, should be other way around. Jeremy responded that that's difficult for smaller museums. [Really good point, and the PNDS/EDL probably has the most benefits for smaller museums; bigger museums have the infrastructure not to need the functionality of the PNDS though they might benefit from cross-sector searching and better data indexing.]
Gordon McKenna commented: EDLocal starts on Wednesday next week, for three years.
George Oates: what's been most surprising in collaboration process? Carolyn: that we've managed to work together. Knowledge sharing.
Thursday, 19 June 2008
Notes from 'UK Museums on the Web Conference 2008'
UK Museums on the Web Conference 2008 and the mashed museum day.
In the interests of getting my notes up quickly I'm putting them up pretty much 'as is', so they're still rough around the edges. I'll add links to the speaker slides when they are all online. Some photos from the two days are online - a general search for ukmw08 on Flickr will find some. I have some in a set online now, others are still to come, including some photos of slides so I'll update this as I check the text from the slides. These are my notes from the first session.
The keynote speech was given by Tom Loosemore of Ofcom on the Future of Public Service Content.
[For context, Ofcom is the 'independent regulator and competition authority for the UK communications industries' and their recently second review of public service broadcasting, 'The Digital Opportunity', caused a stir in the digital cultural heritage world for its assessment of the extent to which public sector websites delivered on 'public service purposes and characteristics'. You can read the summary or download the full report.]
'How many of you are on the main board of your institution?'
Leadership doesn't have the vision in place to take advantage of the internet.
Sees the internet as platform for public service, [most importantly] enlightenment. He's here today to enlist our help.
We view the internet through lens of expectations from the past, definitely in public service broadcasting - 'let's get our programs on the internet'.
What is value for money?
Would that other sectors did the same soul searching
[On the Ofcom review:] 'You can't really review the web, it's bonkers'
Public service characteristics to create a report card. Of the public service characteristics in the online market (high quality, original, innovative, challenging, engaging, discoverable and accessible), 'challenging' is the hardest.
Museums and cultural sector have amazing potential. What are the barriers between the people here who get it and being able to take that opportunity and redefine public service broadcasting?
It's not skills. Maybe ten years ago, not today. And it's not technology. The crucial missing link is leadership and vision, the lack of recognition by people who govern direction of institutions of the huge potential.
[Which does translate into 'more resources', eventually, but perhaps the missing gap right now is curatorial/interpretative resources? Every online project we do generates more enquiries, stretching these people further, and they don't have time to proactively create content for ad hoc projects as it is, especially as their time tends to be allocated a long time in advance.]
What's behind that reluctance, what can you do to help people on your board understand the opportunities? We can ask 'what business are we in? what's the purpose of our institution?'.
Tate recognise they're not just in the business of getting people to go to the Tate venues, they're in the business of informing people about art. Compare that to the Royal Shakespeare Company which is using its online site purely to get bums on seats.
Next opportunity... how do you take opportunity to digitise your collections and reach a whole new audience? How can you make better use of cultural objects that were previously constrained by physicalty.
What opportunities are native to the internet, can only happen there? How can it help your institution to deliver its purpose?
Recognise that you are in the (public service) media business.
How do you measure enlightenment? You could be changing the way people see the world, etc. but you need to measure it to make a case, to know whether you're succeeding. Metrics really really matter in public service arena.
BBC used to look at page views, but developers gamed the system. Then the metric was 'time online', but it stopped people thinking externally. Metric as proxy for quality.
Value = reach x quality. What kind of experience did they have?
Quality is the really hard part. As defined by BBC: quality is in the eye of the beholder. Did the user have an excellent experience?
BBC measure 'net promoter' - how likely are you to recommend this to a friend or colleague, on a scale of 1 - 10?
[But for our sector, what if you don't have any friends with the same interest in x? Would people extrapolate from their specific page on a Roman buckle to recommend the site generally?]
Throw away the 'soggy British middle' - the 7, 8s (out of ten).
Group them as Promoters (9-10/10), Passive (7-8/10), Detractors (0 - 6/10). The key measure is the difference between how many Promoters and how many Detractors. This was 'fabulously useful' at the BBC. 30% is good benchmark.
They mapped whole BBC portfolio against 'net promoters' % and reach, bubbles show cost.
It's not necessarily about reaching mass audiences. But when producing for niche audiences - they must love it, and it shouldn't cost that much.
He's telling us this because it's the language of funders, of KPIs, this is hard evidence with real people. You might use a different measure of quality but you can't talk about opportunities in abstract, must have numbers behind them.
Suggested the BBC's 15 Web Principles, including 'fall forward, fast'.
A measure of personal success for him would be that in x years when he asked 'who here is on the board of your institution, at least x should put hands up'.
[I really liked this keynote speech as a kick up the arse in case we started to get too complacent about having figured out what matters to us, as museum geeks. It doesn't count unless we can get through our organisations and get that content out to audiences in ways they can use (and re-use).]
In linking the sessions, Ross Parry mused about the legacy of 18th, 19th century ideas of how to build a museum, how would they be different if museums were created today?
Lee Iverson, How does the web connect content? "Semantic Pragmatics"
'Profoundly disagreed' with some of the things Tom was talking about, wants to have a dialogue.
He asked how many know the background to semantic web stuff? Quite a few hands were raised.
Talking about how the web works now and where it's going. Museums have significant opportunity to push things forward, but must understand possibilities and limitations.
Changing classic relationship - museum websites as face of institution to users. Huge opportunity for federating and aggregating content (between museums) - an order of magnitude better.
He's working with 13 museums, with north west native American artefacts. Communities are co-developers, virtually repatriating their (land).
Possibility to connect outside the museum. Powerhouse Museum as an excellent example of why (and how) you should connect.
Becoming connected:
Expose own data from behind presentation layers
Find other data
Integrate - creating a cohesive (situation)
Engage with users
Access to data is core business, curatorial stuff.
RDFa
Pragmatics of standards - get a sense of what it is you're doing [and start, don't try and create the system of everything first], it'll never work. Use existing standards if possible, grab chunks if you can. Never standardise what you minimally need to do to get the utility you need at the moment. Then extend, layers, version 2. A standard is an agreement between a minimum of two people [and doesn't have to be more complicated than that].
"Just do it" - make agreements, get it to work, then engage in the standardisation process.
Relationship between this and semantic web? Semantic web as 'data web'. Competing definitions.
Slide on Tim Berners-Lee on the semantic web in 1999.
Why hasn't it appeared? It's vapourware, you can't make effective standards for it.
Syntax - capability of being interpreted. Semantic - ability to interpret, and to connect interpretations.
Finding data - how much easier would it be if we could just grab the data we want directly from where we want it?
Key is relating what you're doing to what they're doing.
XML vs RDF
Semantic web built on RDF, it's designed for representing metadata. It's substantially different to XML. Lots of reaction against RDF has been reaction against XML encoding, syntactic resistance.
RDF is designed to be manipulated as data, XML is about annotating text. In XML, syntax is the thing, with RDF the data is the thing.
Grab entire XML doc before you can figure out how to smoosh then together. RDF works by reference, you can just build on it.
RDFa. A way of embedding RDF content directly in XHTML, relies on same strategies as microformats. Will be ignored by presentation oriented systems but readable by RDF parsers.
[RDF triples vs machine tags? RDF vs microformats? How RDF-like is OAI PMH?]
You can talk about things you don't have a representation for e.g. people.
Ignore the term 'ontology' - it's just a way of talking about a vocabulary.
Four steps for widespread adoption:
Promote practical applications
Develop applications now
[and the slide was gone and I missed the last two steps!]
There was also some stuff on limitations of lightweight approaches, and hermetically sealed museum data, user experiences. Also a bit on 'give away structured data' but with a good awareness of the need to keep some data private - object location and value, for example.
Ross - we've had the media context and technical context, now for the sector context.
Paul Marty, Engaging Audiences by connecting to collections online.
Vital connections...
What does it mean to say x% of your collection is online? For whom is it useful?
How to engage audiences around your collections? Not just presenting information.
Goes beyond providing access to data. Research shows audiences want engagement. Surveyed 1200 museum visitors about their requirements. [I would love to see the research] Virtuous circle between museum visits and website visits.
Build on interest, give experience that grabs people.
Romans in Sussex website - multiple museums offering collections for multiple audiences. Re-presenting same content in different ways on the fly.
Audiences
Don't just give general public a list of stuff. Give them a way to engage.
"Engaging a community around a collection is harder than providing access to data about a collection"
Photo of the week - says "What do you know about this photo? Please share your thoughts with us" But no link or instructions on how to do it. But at least they're trying...
Discussion - Tom, Lee and Paul.
"Why do you digitise collections before had need in mind?" [Because the driver is internal, not external, needs, would be the generous answer; because they could get funding to do it would be my ungenerous answer].
Tom on RDF - how seriously engaged with it to build audiences, tell stories.
BBC licence terms - couldn't re-use data for commercial purposes/at all.
Leadership need to understand opportunities because otherwise they won't support geek stuff.
Qu: terms of engagement - how is it defined?
Paul - US has made same mistakes re digitisation of collections and websites that don't have reusable data.
Participants must be involved in process from the beginning, need input at start from intended users on how it can engage them.
Fiona: why not use existing resources, go to existing sites with established audiences?
Lee: how did YouTube succeed - people were brought by embedded content. [This issue of using 'wrappers' around your content to help it go viral by being embeddable elsewhere was raised in another session too.]
Tom: letting go is how you win, but it's a profound challenge to institutions and their desire to maintain authority.
Thursday, 15 May 2008
Another model for connecting repositories
You can read more on these CAA07 conference slides: ICRIM: Interconnectivity of information resources across a network of federated repositories (pdf download), and the abstract from the CAA07 paper might also provide some useful context:
The HyperRecord system, used by the Capitoline Museums (Rome) and the Bibliotheca Hertziana (Max-Planck Institute, Rome) and developed as Culture2000 project, is a framework for the inter-connectivity of information resources from museums, archives and cultural institutes.Thanks to Leif Isaksen for putting Dr Werner in contact with me after he saw his paper at CAA07.
...
The repositories offer both the usual human interface for research (fulltext, title, etc.) and a smart REST API with a powerful behind-the-scenes direct machine-to-machine facility for querying and retrieving data.
...
The different information resources use digital object identifiers in the form of URNs (up to now, mostly for museum objects) for identification and direct-access. These allow easy aggregation of contents (data, records, documents) not only inside a repository but also across boundaries using the REST API for serving XML over a plain HTTP connection, in fact creating a loosely coupled network of repositories.
Tuesday, 5 December 2006
Are small museums the long tail?
Each museum by itself would represent a tiny proportion of the overall use of museum collections online, but if you put all that usage together, would their collections in fact have a higher rate of use than those of more 'popular' museums?
At the moment I don't think there's any way to find out, because so many small or specialised museums don't have collections online, through a lack of expertise, digitisation resources or an easy-to-use publication infrastructure. Still, it's an interesting question.