Good afternoon, thanks for inviting me along today.
My name is Ewan McAndrew and I have been working at the University of Edinburgh for just over two years now in this rather strange sounding role of Wikimedian in Residence.
My background is in English and Media teaching where I worked closely with school librarian colleagues and I’ve recently finished my Information Management MSc so libraries, literacy and learning is kind of my thing.
But I struggled to think what I could tell you in my ten minute section here today.
The reason being that there is a huge discussion right now. It needs to be. I’ll not dwell on the whole Facebook and Cambridge Analytica issue because that’s not what I’m here to speak to you about today but it does speak to a larger issue on what value we place on information literacy and media literacy, what value we place on the transparency of knowledge sharing, what value we place on our students, our staff and members of the public being conversant with the digital intermediaries that govern our daily lives. Because I take the view that there is a huge & pivotal role for libraries to play in this discussion.
”This challenge is not just for school librarians to prepare the next generation to be informed but for all librarians to assist the whole population.” (Abram, 2016)
So what can I tell you about the residency to date?
I can tell you that it started, and has continued, with information literacy and digital skills at its heart. Our IT director, Melissa Highton, was asked at the time what strategies could be employed to help better meet the information literacy and digital skills needs of our staff and students at the university, and how could we better meet our commitment to share the knowledge we share with the world?
The residency also started with libraries.
Or 1 library in fact. Because we borrowed Ally Crockford, the first Wikimedian in Residence in Scotland, from the National Library of Scotland to help run our first editathon way back in February 2015 focused on Women in Science and Scottish History missing from Wikipedia; and the Edinburgh Seven in particular, the first women ever to matriculate at a British university. Sara Thomas, here today, was also at that event.
An editathon for those who don’t know, is just a Wikipedia editing event with a particular focus on a subject area to help create & improve certain Wikipedia pages. It can be done as in-person event with online resources, physical resources, t-shirts, stickers, cupcakes. But it can also be done as remote online event or can be done as translate-a-thon, image-a-thon, infobox-a-thon or more.
Professor Allison Littlejohn came along to the event and what she discovered was that there was genuine formal and informal learning going on at these events and her research paper has just been published with others to follow.
So there was real merit in universities engaging with Wikipedia editing to surface the knowledge they were creating & curating because of these shared missions. This made the business case once we aligned it with our information literacy and digital skills strategy.
So that’s where I sit in that middle area between Wikimedia and the University of Edinburgh and I’m supported on both sides by people passionate about Open Knowledge.
Since then we have never looked back. While academia and Wikipedia have something of a chequered history, as soon as we started discussing the university taking an informed approach to Wikipedia and knowledge sharing, we found we had a lot to talk about.
And that’s what Wikipedia is about – making connections, wiki-linking from one subject to another, disappearing down the rabbit hole of knowledge. And that’s what the residency has been about, delivering workshops and creating resources which allow colleagues across the whole university to see the connections between their work and the work of the Wikimedia projects. As such we have now created a network of Open Knowledge nodes. We find that when we work with a colleague in one discipline this can often lead to other colleagues being brought in and other disciplines. So far we have worked across all three teaching colleges with an ever-increasing number of disciplines.
Of the in-curriculum work we have done in Reproductive Biology, World Christianity, Translation Studies (case studies) – all of these courses have been repeated year-on-year because of the positive reactions of staff and students (compilation video of staff & student feedback). And we’re adding to these with workshops in Digital Sociology MSc, Global Health MSc, Data Science for Design MSc (adding the Survey of Scottish Witchcraft database and 3,219 accused witches to Wikidata) and we’re now discussing which year group we should work with in the Law school because practising research skills and the ability to communicate laws in an accessible way is absolutely something we as a university should be looking to do, and help our students to do.
So we need to talk about Wikipedia and how we engage with it.
Not many people know, for instance, that Wikipedia has a strict conflict of interest policy – you shouldn’t write about anything where you are too close to be impartial. That’s why it was so good to see Glasgow Caledonian University Library recently create the Wikipedia page for Shetland Library.
Libraries should support one another.
Paying it forward for the common good is what Wikipedia is all about.
For instance, a University of Edinburgh Reproductive Biology student, Aine Kavanagh (fantastic video interview with her – well worth watching), scrupulously researched an article on one of the most serious and most deadly forms of ovarian cancer, high grade serous carcinoma, and it has now been viewed over 28,000 times since September 2016, addressing a serious knowledge gap with scholarly research articles. She benefited from the practice academically and she enjoyed doing it personally. Because her scholarship lasted beyond the assignment and did something for the common good. Lots of the students see that as the main benefit of engaging with Wikipedia and are enthusiastic to help because of this.
Now, for the first time, Wikimedia UK is able to produce a booklet of case studies of the Wikipedia in the Classroom work being undertaken in the United Kingdom; which should be available soon and include mention of (among other coursework):
- Mia Spiro taking students from her Jewish Studies class at the University of Glasgow to do some research at the Scottish Jewish Archives Centre. Afterwards they were able to create the article on the Garnethill Synagogue and illustrate the page with some pictures from their walking tour of the area.
- Telling the story of rural England: Students on the Applied Human Geography course at the University of Portsmouth are tasked with writing articles about a village not currently represented on Wikipedia. So far Scotland has not been touched by their efforts so there is gap there if anyone wants to get their students writing about Scottish towns and villages.
The 21st century skills that a collaboration between the University of Edinburgh and Wikimedia UK help develop include:
- A critical Information Literacy
- Digital Literacy
- Academic writing & referencing
- Critical thinking
- Literature review
- Writing for different audiences.
- Research skills
- Communication skills
- Community building / Online citizenship
“Students have said that simply knowing that an audience of editors existed was enough to change how they wrote. They chose words more carefully. They double-checked their work for accuracy and reliability. And they began to think about how best they could communicate their scholarship to readers who were as curious, conscientious, and committed as they were.” https://wikiedu.org/blog/2014/10/14/wikipedia-student-writing/
Wikipedia is not the end point of research. It is where you orientate yourself at the start.
Wikipedia does not want you to cite it either.
It is an encyclopaedia, a tertiary source made of articles which in turn cite from reliable published secondary sources. If you cite anything it should be these references that Wikipedia not Wikipedia itself.
The point is that everything on Wikipedia is out in the open, completely, ruthlessly transparent where every change is recorded in permanent links in the View History of the page so every edit can checked, challenged and corrected if need be.
Whether it is a news article, journal article or Wikipedia article – we should be evaluating what we read and deciding if the information is credible.
School and HEI libraries can help lead the way on this by providing students, staff & members of the public with guidance on taking an informed approach to using Wikipedia and other databases as our Academic Support Librarians do and by sharing the high-quality research and image collections you have in your repositories for the common good.
You have the artefacts and the expertise. Wikipedia has the online audience.
Why is this important?
Well because knowledge builds understanding and there is precious little of that in the world right now. And because search is the way we live now.
- Google depends on Wikipedia. Click through rate decreases by 80% if links to Wikipedia are removed. (McMahon, Johnson and Hecht, 2017)
- Wikipedia depends on Google. 84.5% of visits to Wikipedia are attributable to Google. (McMahon, Johnson and Hecht, 2017)
- Google processed 91% of searches internationally and 97.4% of searches from mobile devices. (2011 figures in Hillis, Petit and Jarret, 2013).
- Google has a “funnelling effect” – The sources clicked on are reduced to the 1st page of results 90% of the time. (Beel & Gipp, 2009)
- With 42% click through on first choice alone.
So because Wikipedia pages are given a high ranking by Google’s algorithm, there is real agency to Wikipedia editing which our editors find inspiring that they can be a knowledge activist.
And it’s never been easier to contribute because of the Visual Editor – particularly citations which autogenerate (video) from a url, stable DOI codes, Pubmed IDs or ISBN numbers – and it’s never been harder to vandalise because of the increased checks & balances put in place by the Wikipedia community.
We also need to talk about the little fun things you can do to contribute open knowledge.
Contributing to Wikipedia doesn’t have to involve a heavy time component. You can use your phone to upload a pic on the Wikimedia Commons Android App in seconds. You can create timelines, you can nominate pages to be included on Wikipedia’s front page in the In the News section, Did You Know section or On this Day sections as we did when we nominated noted sociologist Mary Susan McIntosh to the front page (from not having a page about her at all – she suddenly had 7000 views in 1 day!)
Wiki Games and tools
- Histropedia – the timeline of everything. e.g. Timeline of women “badder than Taylor Swift” or “Timeline of National Library of Wales collections” or Battles of WW1 or Discoverers of chemical elements or David Bowie filmography
- Citation Hunt – whack-a-mole for missing citations! Filter to an area of your specialist interest. #CitationNeeded
- Wikishootme – use a map to help add missing images.
- Wiki Loves Monuments and Wikidata-driven tool. – add missing images of listed buildings and scheduled monuments.
- Wiki Races (super competive game racing from one Wikipedia page to another using only wiki links) – Video
- Flickr2Commons – share images to Wiki Commons from Flickr2 quickly and easily.
- URL2Commons – share images to Wiki Commons from a url quickly and easily.
- Wikidata Game
- The Find Link tool – find Wikipedia pages which mention other pages so links can be added.
- The Category Tree – see how information is organised on Wikipedia.
- Crotos – a Wikidata-driven image viewer
- Listen to Wikipedia – listen to Wikipedia edits happening all over the world in real-time.
- Internet Archive’s – Fix Dead Links tool. (this has rescued over 2.7 million+ dead links on Wikipedia).
We need to talk about gaps in representation (English Wikipedia is by largest Wikipedia with 5.5. million articles but it has been estimated that it should have 104 million articles plus if it was coming anywhere close to representing the sum of all knowledge) and how incredibly motivating that has been for editors during the residency in helping to address these gaps. And we need to talk about the uneven spread of knowledge between different language Wikipedias and about how Wikipedia’s new Content Translation tool helps proficient bilingual and multilingual students share knowledge easily between languages.
Students on the Translation Studies MSc can achieve meaningful published practice before they enter the world of work. Over four semesters they have translated the best quality articles on Wikipedia (featured articles) into another language including:
The Wizard of Earthsea by Ursula le Guin is now on French Wikipedia.
The Dawn of Love (painting) is now in Chinese and French.
Infrarealism (a poetic movement from Mexico) is translated from Spanish to English.
The Sami Assembly of 1917 was translated from Norwegian Bokmal to English.
The Legend of the 5 Goats is translated from Chinese into English.
Dick Turpin was translated into Japanese.
Modern Arabic literature was translated from Arabic to English.
Rōjinbi – A demonic flame that supposedly appears deep in the mountains on rainy nights was translated from Japanese to English.
and many many more.
We need to talk diversity and how WikiProject Women in Red is the 2nd most active project on Wikipedia (out of some 2000+ Wikiprojects), creating 1000-2000 new women role models for young and old alike every single month. Hosting Women in Red events – where we turn red-linked articles about notable women which don’t yet exist into blue clickable ones that do – helps meet the university’s commitment to Athena SWAN and there is interest keeping this going in ten disciplines for the next four years to inspire more women to enter STEM fields. (Read about the 19 women petitioners to the Chemical Society or the Eagle House suffragettes – there were hardly any pages on Wikipedia about these fabulous women until Women in Red editors sat down to write them).
We need to talk about the WikiCite project to improve referencing on Wikipedia and the Initiative for Open Citations. We need to talk altmetrics and how Crossref have identified that Wikipedia is at least a top 8 referrer of DOIs if not more.
We need to talk open access and how Strathclyde and Leeds libraries have identified their top research articles on Wikipedia and ensured they are have the open access link rather than the pay-walled link. And about how Wikipedia signals an article is open access with little coloured Open Access icons in the references to increase visibility and clickthrough.
We need to talk about Wikipedia’s sister projects like Wikisource – the hyper library.
e.g. Robert Louis Stevenson wrote a travel guide, Edinburgh (1914).
This was a text recently uploaded to Wikisource from a djvu scan on the Internet Archive. The text was OCR-ed and proofread by two Wikisource users to ensure it was correct. Now it is 100% searchable HTML and the images have been cropped out so they can be shared individually as openly-licensed images on Wikimedia Commons.
As a result we now have:
- The illustrated text described as “to the Scot it ought to be a sort of Bible” in 100% searchable HTML on Wikisource.
- Illustrations shared to Wikimedia Commons for anyone to share and reuse.
- A new Wikipedia article created on the book with a link to these images and to the text on Wikisource. 1 click away!
- A link to the text on Wikisource added to the Wikipedia page for Edinburgh so that the text is surfaced on a relevant page where people can discover it.
Don’t believe me about the 100% searchable HTML? Type “moist eyebrows” into the search bar on Wikisource and see if it can find where Stevenson uses it in one of his novels. Make sure you use the speech marks so it can find the exact phrase.
We definitely definitely need to talk about Wikidata and about creating the date literate workforce of the next ten years. The residency’s next big adventure.
In one afternoon in February, we added images of listed buildings to Wikidata, created Wikidata-driven lists of notable women in medicine, created a map of ship wrecks and added place of education data to hundreds of alumni from twenty-eight universities; which can be displayed in maps because we linked data on their place of birth & co-ordinate locations and we can create timelines too.
The main Wikidata links you need to be aware of:
- Wikidata itself.
- Wikibata Basics – tutorial we have developed at the University of Edinburgh.
- The Wikidata Query Service – for getting data out of Wikidata.
- Wikidata tools – lots of handy tools for working with Wikidata here.
- Wikidata example queries – use these as a jumping off point for creating your own!
- Dr. Martin Poulter’s Wikidata queries – more excellent query ideas here.
- Video tutorial 1 – Getting started building SPARQL queries.
- Video tutorial 2 – SPARQL query workshop.
- Map of University of Edinburgh alumni by place of birth.
- Timeline of University of Edinburgh alumni by date of birth.
- Timeline of works by Robert Louis Stevenson.
Some stats about Wikidata:
- 44 million unique items of data. (11 million more items since November 2017).
- 393 million statements within these items of data.
- 635,657,169 edits since it launched in 2012.
- 19,812 active users.
- More detail at Wikidata Statistics.
Wikidata – Meeting the data literacy needs of our students
The Edinburgh and South East Scotland City Region has recently secured a £1.1bn City Region deal from the UK and Scottish Governments. Out of this amount, the University of Edinburgh will receive in the region of £300 million towards making Edinburgh the ‘data capital of Europe’ through developing data-driven innovation. Data “has the potential to transform public and private organisations and drive developments that improve lives.” More specifically, the university is being trusted with the responsibility of delivering a data-literate workforce of 100,000 young people over the next ten years; a workforce equipped with the data skills necessary to meet the needs of Scotland’s growing digital economy.
Wikidata is Wikipedia’s exciting new sister project and it may just overtake Wikipedia in years to come as the dominant project – because it has two distinct advantages over Wikipedia in that it is information not just from Wikipedia but from other databases too (like Historic Environment Scotland) stored as machine readable linked open data with multilingual labels.
The implementation of Wikidata in the curriculum therefore presents a massive opportunity for educators, researchers and data scientists alike; not least in honouring the university’s commitment to the creating, curating & dissemination of open knowledge. A Wikidata assignment allows students to develop their understanding of, and engagement with, issues such as: data completeness; data ethics; digital provenance; data analysis; data processing; as well as making practical use of a raft of tools and data visualisations. By structuring the data in Wikidata it helps you to see any anomalies in the data. The fact that Wikidata is also linked open data means that students can help connect to & leverage from a variety of other datasets in multiple languages; helping to fuel discovery through exploring the direct and indirect relationships at play in this semantic web of knowledge. This real-world application of teaching and learning enables insights in a variety of disciplines; be it in open science, digital humanities, cultural heritage, open government and much more besides. Wikidata is also a community-driven project so this allows students to work collaboratively and develop the online citizenship skills necessary in today’s digital economy.
The Survey of Scottish Witchcraft – Wikidata in the Classroom
At the University of Edinburgh, we supported our first Wikidata in the Classroom assignment last semester on the Data Science for Design MSc course. At the course’s Data Fair on 26th October 2017, researchers from across the university presented the 45 masters students in Design Informatics with approximately 13 datasets to choose from to work on in groups of three. Happily, two groups were enthused to import the university’s Survey of Scottish Witchcraft database into Wikidata (the choice of database to propose was suggested by a colleague). This fabulous resource began life in the 1990s before being realised in 2001-2003. It had as its aim to collect, collate and record all known information about accused witches and witchcraft belief in early modern Scotland (from 1563 to 1736) in a Microsoft Access database and to create a web-based user interface for the database. Since 2003, the data has remained static in the Access database and so students at the 2018 Data Fair were invited to consider what could be done if the data were exported into Wikidata, given multilingual labels and linked to other datasets? Beyond this, what new insights & visualisations of the data could be achieved?
We now have 3219 items of data on the accused witches in Wikidata (Spanning 1563 to 1736). We also now have data on 2356 individuals involved in trying these accused witches. Finally we have 3210 witch trials themselves. This means we can link and enrich the data further by adding location data, dates, occupations, places of residence, social class, marriages, and penalties arising from the trial.
The hope is that this project will aid the students’ understanding of data literacy through the practical application of working with a real-world dataset and help shed new light on a little understood period of Scottish history. This, in turn, may help fuel discoveries by dint of surfacing this data and linking it with other related datasets across the UK, across Europe and beyond. As the Survey of Scottish Witchcraft’s website states itself “Our list of people involved in the prosecution of witchcraft suspects can now be used as the basis for further inquiry and research.“
Some example use cases of Wikidata
- The GeneWiki project – queries. (video)
- The collections of the National Library of Wales. – Histropedia timeline. (video)
- Scholia – create on-the-fly scholarly profiles. (video)
- The EveryPolitician project. (video).
- The Sum of All paintings project – a WikiProject to get an item for every notable painting. Worklists.
- Crotos – a search and display engine for visual artworks powered by Wikidata and Wikimedia Commons. Filter results on Crotos to only show images that have particular things depicted e.g. images with boats.
- IIIF Cropper on Crotos. – crop parts of images to show only what you are interested it is depicting. e.g. kisses
- The WikiCite project – an initiative (and a series of events) aiming to build a bibliographic database in Wikidata to serve free knowledge. WikiProject Source MetaData is the place on Wikidata where coordination of these efforts happens.
- The Zika Corpus (timeline).
- MPs’ occupations and MPs’ place of education.
Structured Commons is coming
We need to talk open images and open licensing. And about how Wikidata is being incorporated into Wikimedia Commons in the next 2 years to create a Structured Commons (video) from the largest media repository on the internet. Wikimedia Commons is a collection of 45,660,068 freely usable media files to which anyone can contribute.
Structured Commons represents a game-changer for image sharing.
We need to talk about metrics for images.
- Bodleian Library – 312,125,848 views
- British Library – 2,558,674,033 views
- British Museum – 3,858,613,404 views
- Collections of the Imperial War Museum – 3,973,868,400 views
- Collections of the National Library of Wales – 405,154,666 views
- Images from the New York Public Library – 1,833,770,651 views.
- NASA – 21,174,911,134 views.
If you need metrics, we have detailed metrics on pageviews, video plays and more.
But we also need to talk about the ingrained revenue generation model too. If you examine the actually revenue brought in and costs associated with image sales from the beginning to end of the process and then add in how much you would normally expect to pay for the kind of marketing that Wikipedia offers for free and then add in that by sharing images to Commons that you can still retain a higher-resolution image for sale on your own site then the increased exposure, engagement and reputational gain from the move to open looks like a pretty good deal.
In terms of finding bodies to help you, there is a new Scotland Co-ordinator at Wikimedia UK, and a Wikipedia community ready, willing and able to help share your collections. There are staff at your institutions, digital champions, there are students, there are volunteers, friends of the library who if you said the word that you wanted to share your collections they would jump at the chance, I’m sure.
At the University of Edinburgh, we now have our own Equality Images intern opening up some of our image collections to make them more discoverable and usable with a focus on identifying role models, women in science, women in medicine, diverse groups and positive representations.
So there is lots to talk about
- The Internet’s favourite website for information, Wikipedia is the fifth most popular website in the world and the single greatest open educational resource.
- It has 120,000 regular contributors (of which only 3455 or so are considered ‘very active’ Wikipedians which means a village the size of Pitlochry is trying to curate the world’s knowledge).
- 500 million visitors per month
- 1.5 billion monthly unique devices
- Trusted more than the BBC, ITV, the Times, the Telegraph, The Guardian and more according to Yougov survey (2014).
And in last week, where Youtube have arguably take billions of dollars of value from Wikipedia, the single greatest Open Education Resource the world has ever seen for granted, we need to think about what value we place in having Wikipedia as the largest referenced work on the internet; free, open, and dedicated to sharing verifiable open knowledge transparently.
Wikipedia doesn’t take itself for granted, and we shouldn’t either. While it is volunteer-built and 100% donated funded, it is too important to fail now so it has created an endowment now to ensure it exists in perpetuity.
In closing, I take Tim Berners-Lee’s view:
“We need to rethink our attitude to the internet. It is not enough just to keep the web open and free because we must also keep a track of what people are building on it.
Look at the systems that people are using, like the social networks and look at whether they are actually helping humanity.
Are they being constructive or are they being destructive?” – Tim Berners-Lee on Channel 4 News – 20 March 2018
In these terms, in terms of the internet we want to see and the digital landscape we want to help people navigate and engage with, I believe libraries have a huge role, the most important role to play, in supporting learners, in fuelling discovery, in driving engagement and in displaying the kind of leadership – local, national and international – in building a civic digital society we can be proud of.
10 Reasons to work with Wikimedia UK
Wikipedia is not the end point research, it is the beginning. It is a useful place to orientate yourself at the start of your research.
A recent study found 87.5% of students use Wikipedia for their academic work and found it “academically useful”. It is also a source of health care information for half to nearly three-quarters of physicians and more than 90 percent of medical students. (Anecdotally, reference librarians at the Mitchell Library also directed a customer to Wikipedia when asked where the best place to start finding out information about the Bermuda Triangle was).
Staff, students and members of the public are already consulting Wikipedia for pre-research purposes so why not ensure gaps in representation and inaccuracies are addressed? Because if not you then who?
Wikipedia is only ever as good as the editors who engage with it and gaps in the knowledge possesses occur because of this. So as a postscript, here are ten reasons to engage with Wikipedia:
- Our attendees tell us the new Visual Editor is super easy to learn, fun and addictive.
- Anyone can edit Wikipedia but there are checks and balances to help revert unhelpful edits in minutes. (Only 7% of edits are considered vandalism).
- Wikidata the free knowledgebase of open data: Query, analyse & visualise the largest reference work on the internet. Add your research data to datasets on Wikidata.
- WikiCite – tidying up the citations on Wikipedia to make a consistent, queryable bibliographic repository enhancing the impact of research.
- Wikisource the free digital library – Quotations and images from long ago can still touch and inspire. Out of copyright texts such as digitised PhD theses can be uploaded & linked to from Wikipedia.
- Content Translation – because the one true international language is translation (video presentation).
- The gender gap is real and working with Wikipedia helps address this as part of Athena Swan initiatives. Particularly in STEM fields.
- Develop students’ information literacy, digital literacy & research skills through Wikipedia in the Classroom.
- Share your research & library collections’ material to Wikipedia the right way and open it up to a global Open Knowledge community of millions.
- There is Fake news out there. Engaging with Wikipedia helps develop a critical information literate approach to its usage and to other online sources of information.
- The Wikimedia residency at the University of Edinburgh.
- Wikipedia in the Classroom – Teaching Matters blog, the University of Edinburgh
- Wikipedia assignments: Getting past the Penguin Effect – Teaching Matters blog, the University of Edinburgh
- You think you want media literacy… do you? – Danah Boyd
- Writing Wikipedia articles teaches information literacy, study finds – Wikimedia blog
- Letter to the Smarter Library – Jake Orlowitz, Wikipedia Library at OCLCEMEA in Edinburgh (Feb 2018)
- Learners as creators – Dr. Martin Poulter, Wikimedian at the Bodleian Library, Oxford.
- What Students Can Learn By Writing for Wikipedia – NPR blog.
- Science is shaped by Wikipedia. Talk at Harvard on a research paper about how Wikipedia actively influences science development. Here’s the video: And the paper itself.
- Updating Wikipedia should be part of all doctors’ jobs.
- The WiR blog.
- The Media Hopper channel.
- The lesson plan and case studies.
- Reasons to work with Wikipedia.
- Wikipedia and student writing.
- Wikipedia vs. fake news
- Why Wiki Ed’s work combats fake news.
- Wikipedia is fixing one if the internet’s biggest flaws
- Wikidata: the new Rosetta Stone.
Abram, S. (2016). Political literacy can be learned! Internet@Schools, 23(4), 8-10. Retrieved from http://search.proquest.com.ezproxy.is.ed.ac.uk/docview/1825888133?accountid=10673
Boyd, Danah (2017-01-05). “Did Media Literacy Backfire?”. Data & Society: Points. Retrieved 2017-02-01.Broeders, Dennis (2016-04-14). “The Secret in the Information Society”. Philosophy & Technology. 29 (3): 293–305. doi:10.1007/s13347-016-0217-3. ISSN 2210-5433.
Cadwalladr, Carole (2016-12-11). “Google is not ‘just’ a platform. It frames, shapes and distorts how we see the world”. The Guardian. ISSN 0261-3077. Retrieved 2016-12-12.
Davis, Lianna (2016-11-21). “Why Wiki Ed’s work combats fake news — and how you can help”. Wiki Education Foundation. Retrieved 2016-12-10.
Dewey, Caitlin (2016-05-11). “You probably haven’t even noticed Google’s sketchy quest to control the world’s knowledge”. The Washington Post. ISSN 0190-8286. Retrieved 2016-12-10.
Dewey, Caitlin (2015-03-02). “Google has developed a technology to tell whether ‘facts’ on the Internet are true”. The Washington Post. ISSN 0190-8286. Retrieved 2016-12-10.
Duggan, W. (2016, Jul 29). Where social media fails: ‘echo chambers’ versus open information source. Benzinga Newswires Retrieved from http://search.proquest.com.ezproxy.is.ed.ac.uk/docview/1807612858?accountid=10673
Eilperin, Juliet (11 December 2016). “Trump says ‘nobody really knows’ if climate change is real”. Washington Post. Retrieved 2016-12-12.
Evans, Sandra K. (2016-04-01). “Staying Ahead of the Digital Tsunami: The Contributions of an Organizational Communication Approach to Journalism in the Information Age”. Journal of Communication. 66 (2): 280–298. doi:10.1111/jcom.12217. ISSN 1460-2466.
Facts and Facebook. (2016, Nov 14). Mint Retrieved from http://search.proquest.com.ezproxy.is.ed.ac.uk/docview/1838637822?accountid=10673
Flaxman, Seth; Goel, Sharad; Rao, Justin M. (2016-01-01). “Filter Bubbles, Echo Chambers, and Online News Consumption”. Public Opinion Quarterly. 80 (S1): 298–320. doi:10.1093/poq/nfw006. ISSN 0033-362X.
Fu, J. Sophia (2016-04-01). “Leveraging Social Network Analysis for Research on Journalism in the Information Age”. Journal of Communication. 66 (2): 299–313. doi:10.1111/jcom.12212. ISSN 1460-2466.
Graham, Mark; Straumann, Ralph K.; Hogan, Bernie (2015-11-02). “Digital Divisions of Labor and Informational Magnetism: Mapping Participation in Wikipedia”. Annals of the Association of American Geographers. 105 (6): 1158–1178. doi:10.1080/00045608.2015.1072791. ISSN 0004-5608.
Guo, Jeff (2016).“Wikipedia is fixing one of the Internet’s biggest flaws”. Washington Post. Retrieved 2016-12-10.
Hahn, Elisabeth; Reuter, Martin; Spinath, Frank M.; Montag, Christian. “Internet addiction and its facets: The role of genetics and the relation to self-directedness”. Addictive Behaviors. 65: 137–146. doi:10.1016/j.addbeh.2016.10.018.
Helberger, Natali; Kleinen-von Königslöw, Katharina; van der Noll, Rob (2015-08-25). “Regulating the new information intermediaries as gatekeepers of information diversity”. info. 17 (6): 50–71. doi:10.1108/info-05-2015-0034. ISSN 1463-6697.
Hillis, Ken; Petit, Michael; Jarrett, Kylie (2012). Google and the Culture of Search. Routledge. ISBN9781136933066.
Hinojo, Alex (2015-11-25). “Wikidata: The New Rosetta Stone | CCCB LAB”. CCCB LAB. Retrieved 2016-12-12.
Holone, Harald (2016-12-10). “The filter bubble and its effect on online personal health information”. Croatian Medical Journal. 57 (3): 298–301. doi:10.3325/cmj.2016.57.298. ISSN 0353-9504. PMC 4937233. PMID 27374832.
The information age. (1995). The Futurist, 29(6), 2. Retrieved from http://search.proquest.com.ezproxy.is.ed.ac.uk/docview/218589900?accountid=10673
Jütte, Bernd Justin (2016-03-01). “Coexisting digital exploitation for creative content and the private use exception”. International Journal of Law and Information Technology. 24 (1): 1–21. doi:10.1093/ijlit/eav020. ISSN 0967-0769.
Kim, Jinyoung; Gambino, Andrew (2016-12-01). “Do we trust the crowd or information system? Effects of personalization and bandwagon cues on users’ attitudes and behavioral intentions toward a restaurant recommendation website”. Computers in Human Behavior. 65: 369–379. doi:10.1016/j.chb.2016.08.038.
Knowledge, HBS Working. “Wikipedia Or Encyclopædia Britannica: Which Has More Bias?”. Forbes. Retrieved 2016-12-10.
Korjus, Kaspar. “Governments must embrace the Information Age or risk becoming obsolete”. TechCrunch. Retrieved 2016-12-10.
Landauer, Carl (2016-12-01). “From Moore’s Law to More’s Utopia: The Candy Crushing of Internet Law”. Leiden Journal of International Law. 29 (4): 1125–1146. doi:10.1017/S0922156516000546. ISSN 0922-1565.
Mathews, Jay (2015-09-24). “Is Hillary Clinton getting taller? Or is the Internet getting dumber?”. The Washington Post. ISSN 0190-8286. Retrieved 2016-12-10.
Mims, C. (2016, May 16). WSJ.D technology: Assessing fears of facebook bias. Wall Street Journal Retrieved from http://search.proquest.com.ezproxy.is.ed.ac.uk/docview/1789005845?accountid=10673
Mittelstadt, Brent Daniel; Floridi, Luciano (2015-05-23). “The Ethics of Big Data: Current and Foreseeable Issues in Biomedical Contexts”. Science and Engineering Ethics. 22 (2): 303–341. doi:10.1007/s11948-015-9652-2. ISSN 1353-3452.
Naughton, John (2016-12-11). “Digital natives can handle the truth. Trouble is, they can’t find it”. The Guardian. ISSN 0261-3077. Retrieved 2016-12-12.
Proserpio, L, & Gioia, D 2007, ‘Teaching the Virtual Generation’, Academy Of Management Learning & Education, 6, 1, pp. 69-80, Business Source Alumni Edition, EBSCOhost, viewed 10 December 2016.
Rader, Emilee (2017-02-01). “Examining user surprise as a symptom of algorithmic filtering”. International Journal of Human-Computer Studies. 98: 72–88. doi:10.1016/j.ijhcs.2016.10.005.
Roach, S 1999, ‘Bubble Net’, Electric Perspectives, 24, 5, p. 82, Business Source Complete, EBSCOhost, viewed 10 December 2016.
Interfax (2016). Putin calls for countering of monopoly of Western media in world. Interfax: Russia & CIS Presidential Bulletin Retrieved from http://search.proquest.com.ezproxy.is.ed.ac.uk/docview/1800735002?accountid=10673
Seetharaman, D. (2016). Mark Zuckerberg continues to defend Facebook against criticism it may have swayed election; CEO says social media site’s role isn’t to be ‘arbiters of truth’. Wall Street Journal (Online) Retrieved from http://search.proquest.com.ezproxy.is.ed.ac.uk/docview/1838714171?accountid=10673
Selinger, Evan C 2016, ‘Why does our privacy really matter?’, Christian Science Monitor, 22 April, Academic Search Premier, EBSCOhost, viewed 10 December 2016.
Sentance, Rebecca (2016). “Everything you need to know about Wikimedia’s ‘Knowledge Engine’ so far | Search Engine Watch”. Retrieved 2016-12-10.
Smith, L.N. (2016). ‘School libraries, political information and information literacy provision: findings from a Scottish study’ Journal of Information Literacy, vol 10, no. 2, pp.3-25.DOI:10.11645/10.2.2097
Sinclair, Stephen; Bramley, Glen (2011-01-01). “Beyond Virtual Inclusion – Communications Inclusion and Digital Divisions”. Social Policy and Society. 10 (1): 1–11. doi:10.1017/S1474746410000345. ISSN 1475-3073.
Soma, Katrine; Onwezen, Marleen C; Salverda, Irini E; van Dam, Rosalie I (2016-02-01). “Roles of citizens in environmental governance in the Information Age — four theoretical perspectives”. Current Opinion in Environmental Sustainability. Sustainability governance and transformation 2016: Informational governance and environmental sustainability. 18: 122–130. doi:10.1016/j.cosust.2015.12.009
Stephens, W (2016). ‘Teach Internet Research Skills’, School Library Journal, 62, 6, pp. 15-16, Education Source, EBSCOhost, viewed 10 December 2016.
Tambini, Damian; Labo, Sharif (2016-06-13). “Digital intermediaries in the UK: implications for news plurality”. info. 18 (4): 33–58. doi:10.1108/info-12-2015-0056. ISSN 1463-6697.
Toobin, Jeffrey (29 September 2014). “Google and the Right to Be Forgotten”. The New Yorker. Retrieved 2016-12-11.
Tuffley, D, & Antonio, A 2016, ‘Ethics in the Information Age’, AQ: Australian Quarterly, 87, 1, pp. 19-40, Political Science Complete, EBSCOhost, viewed 10 December 2016.
Upworthy celebrates power of empathy with event in NYC and release of new research study. (2016, Nov 15). PR Newswire Retrieved from http://search.proquest.com.ezproxy.is.ed.ac.uk/docview/1839078078?accountid=10673
Usher-Layser, N (2016). ‘Newsfeed: Facebook, Filtering and News Consumption. (cover story)’, Phi Kappa Phi Forum, 96, 3, pp. 18-21, Education Source, EBSCOhost, viewed 10 December 2016.
Velocci, A. L. (2000). Extent of internet’s value remains open to debate. Aviation Week & Space Technology, 153(20), 86. Retrieved from http://search.proquest.com/docview/206085681?accountid=10673
Wadhera, Mike. “The Information Age is over; welcome to the Experience Age”. TechCrunch. Retrieved 2016-12-12.
Weichert, Stephan (2016-01-01). “From Swarm Intelligence to Swarm Malice: An Appeal”. Social Media + Society. 2 (1): 2056305116640560. doi:10.1177/2056305116640560. ISSN 2056-3051.
Winkler, R. (2016). Business news: Big Silicon Valley voice cuts himself off — Marc Andreessen takes ‘Twitter break’ to the bewilderment of other techies.Wall Street Journal Retrieved from http://search.proquest.com.ezproxy.is.ed.ac.uk/docview/1824805569?accountid=10673
White, Andrew (2016-12-01). “Manuel Castells’s trilogy the information age: economy, society, and culture”. Information, Communication & Society. 19 (12): 1673–1678. doi:10.1080/1369118X.2016.1151066. ISSN 1369-118X.
Wine, Lois D. (2016-03-28). “School Librarians as Technology Leaders: An Evolution in Practice”. Journal of Education for Library and Information Science. doi:10.12783/issn.2328-2967/57/2/12. ISSN 2328-2967.