Showing posts with label Academic Writing. Show all posts
Showing posts with label Academic Writing. Show all posts

Tuesday, 15 July 2014

Doing it in public: Impact, blogging, social media and the academy


The text below is derived from a short talk I gave in February for the Library at the University of Sussex.  At the time (and in the text) I promised to post it as a blog, but never quite found the time. 


Impact is an awkward thing in British Higher Education.  Most of the time it feels like just one more bludgeon used to batter hapless academics into submission.  It is frequently shorthand for an agenda handed down from on high, privileging near-market research and the agendas of government.  And yet no one spends a lifetime researching, teaching and writing about something if they don't believe it is important - if they don't believe that what they do contributes to a better world. We all want to have 'impact'.  The question is how can we do so in a way that reflects our own values, rather than those of whatever government happens to be in power this week?

This question is all the more important because our traditional assumptions about how our work effects a broader social discourse seem increasingly threadbare.  When the print run of most monographs number just a few hundred copies (most of which disappear in to American research libraries, never to be read or used), and when journal articles proliferate beyond number because they serve the needs of big publishing, rather than academic dialogue - we need to think harder about how we do the job of the humanities.  If we simply continue in an older vein - having small (vociferous) conversations amongst ourselves, in professional seminars and at conferences, through book reviews and in the specialist hard copy press - we will lose our place in the broader social dialog. If there is a 'crisis' in the humanities, it lies in how we have our public debates, rather than in their content. 

It seems to me that the solution to this problem is all around us, and that in order to address it, we need to remember that the role of the academic humanist has always been a public one - however mediated through teaching and publication.   By building blogging, and twitter, flickr, and shared libraries in Zotero, in to our research programmes - into the way we work anyway - we both get more research done, and build a community of engaged readers for the work itself.  We can do what we have always done, but do it better; as a public performance, in dialog amongst ourselves, and with a wider public.

The best (and most successful) academics  are the ones who are so caught up in the importance of their work, so caught up with their simple passion for a subject, that they publicise it with every breadth. Twitter and blogs, and embarrassingly enthusiastic drunken conversations at parties, are not add-ons to academic research, but a simple reflection of the passion that underpins it.  

A lot of early career scholars, in particular, worry that exposing their research too early, in too public a manner, will either open them to ridicule, or allow someone else to 'steal' their ideas.  But in my experience, the most successful early career humanists have already started building a form of public dialog in to their academic practise - building an audience for their work, in the process of doing the work itself.  

Perhaps the best example of this is Ben Schmidt, and his hugely influential blog: Sapping Attention.  His blog posts contributed to his doctorate, and will form part of his first book.  In doing this, he has crafted one of the most successful academic careers of his generation - not to mention the television consultation business, and world-wide intellectual network.

Or Helen Rogers, whose maintains two blogs: Conviction: Stories from a Nineteenth-Century Prison - on her own research; and also the collaborative blog, Writing Lives, created as an outlet for the work of her undergraduates. They bring together research and teaching, and in the process are building a substantial community of interest.

Or Adam Crymble and his blog - Thoughts on Public & Digital History - where he melds practical posts addressing straightforward DH problems, with substantial interventions in policy.  Crymble's recent appointment to a lectureship in digital history rested in large measure on his blog.  

The list could go on.  The Many Headed Monster, the collective blog authored by Brodie Waddell, Mark Hailwood,  Laura Sangha and Jonathan Willis, is rapidly emerging as one of the sites where 17th century British history is being re-written.   While Jennifer Evans is writing her next book via her blog, Early Modern Medicine.

The most impressive thing about these blogs (and the academic careers that generate them), is that there is no waste - what starts as a blog, ends as an academic output, and an output with a ready-made audience, eager to cite it.

For myself the point is that these scholars don't waste text, and neither do I.  If I give a talk, I turn it into a blog. Not everything is blogged, but the vast majority of the public presentations I make as part of my job, will be.  And while many of these texts will never contribute to an academic article, about half of them do.   As a result blogging has become part of my own contribution to what I think of as an academic public sphere.  It becomes a way of thinking in public and revising ones work, to make it better, in public.  And knowing that there is an audience (whatever its size), changes how one does it - forcing you to think a little harder about the reader, and to think a little harder about the standards of record keeping and attribution that underpin your research.  

One of my favourite blogging experiences involves embedding blogs in undergraduate assessment.  By forcing students to write 'publicly', their writing rapidly improves.  From being characterized by the worst kind of bad academic prose - all passive voice pomposity - undergraduate writing in blogs is frequently transformed in to something more engaging, simply written, and to the point.  From writing for the eyes of an academic or two,  students are forced to imagine (or actually confront) a real audience.  Blogging has the same effect on more professional academic writers - many of whom assume that if the content is good, the writing somehow doesn't matter.

But as importantly, blogs are part of establishing a public position, and contributing to a debate.  

Twitter is in some ways the same - or at least, like blogging, twitter is good for making communities, and finding collaborators; and letting other people know what you are doing.  But, it also has another purpose.  

Dan Cohen - the director of the Digital Public Library of America - always says about Twitter that the important thing is that at the end of the week, it makes you aware of all the publications  and developments, calls for papers, and conferences, you need to know about in order to keep up with your corner of the academy. It is not about what you had for breakfast.  It is about being on top of your field.

Between them, twitter and blogging just make good academic sense.  And while you need to avoid all the kittens and trolls, click bate and self-promoting gits, these forms of social media are rapidly evolving in to the places where the academic community is embodied.  They are doing the job of the seminar, and the letters page.  They are where our conversation is happening.

And on participating in this 'academic public sphere', there are only a few rules.  First - be yourself.  If you want credit, you have to own your material.  In other words, never be anonymous.  And second, remember that everything from Academia.edu, to Twitter, to Facebook and Flickr, is a form of publication, and should be taken seriously as such.  If you would not say it in an academic review, or in the questions following a public lecture, don't say it on Twitter.

And finally, keep track of it.  Use GoogleAnalytics, or something similar.  Know who you are talking to.  This involves nothing more challenging than cutting and pasting four lines of code, but provides more data, at a more granular level than you can possibly need.  

All of which is simply to say, that social media are building in to what feels like an increasingly coherent environment reflecting communities of interest - allowing us, online, to be just what we claim to be the rest of the time - a community of scholars.  The objections - which usually come down to the fear that someone will steal your ideas, your work, your credit - are best addressed by doing it in public.  And in the process there is every hope that we can rebuild the humanities as a wider public discussion, able to more effectively reach beyond the academy - to have 'impact'.  


Friday, 3 January 2014

Judging a book by its URLs

It will sound odd, but I have recently had a great time editing URLs.  Robert Shoemaker and I have have just finished a book for CUP, derived from the London Lives project, and called - London Lives: Poverty, Crime and the Making of a Modern City, 1690-1800. It is a long book (170,000 words) and each quote and reference in it is linked via a URL to the original document or article, book or web-resource used as evidence or to contextualize the argument.  It will be published as both an ebook and in hard copy, and the links need to be robust, and secure.  My estimate is that there are in the region of 4,000 URLs included in the manuscript (which was written collaboratively in PMWiki).  In the end, I found that I could identify an appropriate link for 98% of all footnote references, but then had to eliminate around 10% of these, as the relevant URL was just not useable.  The book took some nine years, and I am glad it is finished.

One of my final jobs was editing those 4000 URLs.   It took about three months work, spread over the last year, and I have just finished spending a week or so confirming what I hope will be their final form.  When I have told people about this work many have looked incredulous and suggested that this is the sort of technical implementation process that should be left to others.  A couple of otherwise nice people have suggested I dump this job on the shoulders of the nearest PhD student.  But for myself, it is precisely the kind of thing that an author should do for themselves.  And in doing it, two things kept coming to mind.  First was how the role of the scholar in creating a rigorous academic apparatus is a central part of the intellectual journey that academic writing involves - and that we should see the implementation of the online version of this in the light of the precise writing of footnotes and references that mark out good scholarship.  And second, that URLs encode a system of design and intent, online architecture and system of access, that signal the quality and permanence (the academic credibility and perceived audience) of historical materials online.  And that just as we have always sorted and judged scholarship by its form, we should think a bit harder about how the form of a URL can let us interrogate online materials.

On the first point, I do not know of much discussion of the joys of this kind of academic slog.  There is a lot of good writing on research and archives (by Carolyn Steedman and Arlette Farge among many others), on writing and thinking, but no-one talks much about the painstaking labour that goes in to turning a rough draft in to a final finished piece of scholarship.  And here I am really talking about generating accurate and fully comprehensive footnotes that reflect both the material cited, and the research journey that resulted in the main text.   This has become much easier with online catalogs and citation management packages, but nevertheless remains laborious and a reflection of our collective and individual commitment to a particular kind of evidenced discussion.  But for me it also represents my favourite compromise.  The writing of history is a wonderfully imaginative and creative process.  And in some respects we wish to judge the product of history writing as art.  Is it enjoyable to read? Is it convincing?  Does it do the job of good writing in liberating the readers' imagination?  In making these judgements we tend to appeal to a notion of 'value' that is cultural and that privileges dominant forms of authority.  This aspect of judgement is essentially romantic; with all the implications for western and elite hegemony embedded in that idea.  At the same time history writing is the result of simple hard work of a more technical kind - in the archives, in collating and collecting, re-ordering and interrogating data.  And it is valuable because it encompasses that hard work.  The beauty of the academic apparatus is that it evidences this and in the process generates a different measure of value.  In other words it is where quality is tied to a 'labour theory of value'.  I love the academic slog because it is where un-moored judgement is tied down to hard labour; and where value can be universalized in a common human experience (work).  In other words I really enjoyed editing 4000 URLs precisely because in them and their associated footnotes lies a claim to and evidence of the hard labour that underpins the book itself.

 At the same time, the process also taught me to read URLs differently.  Clearly coders and web designers do this as a matter of course.  But I am a historian and want to read URLs as a scholar, rather than as a programmer or designer.  And for me, the important thing is that URLs embed the structure of a site, making it plain to see for anyone willing to look hard; and that they are made up of both the character of a library reference, and a command directed at the new technology of discovery - the Internet .  There are just lots of different types of URL.

There are 'Search URLs' that include all the elements that  take the user past a collection to a specific object, but don't let you go directly there without the query.  And there are URLs that encode a cataloging hierarchy.  There are URLs that sift data, or work in your browser to change the data delivered, highlighting phrases or sifting material.  And there are URLs that encode licensing, passwords, and access information.  It is easy enough to find that the whole search journey that took you from a library catalog to an individual item is encoded directly in the URL, and even personalized to you, the machine you are using, or the forms of access you can deploy.  It is easy to find URLs that run on for hundreds of characters, each element divided by a '&' or a '%', or such.

But in creating robust reproducible links to credible historical materials most of these URLs are at least problematic if not useless.  If they include details for institutional access, or session information, they cannot be re-used by someone else.  These URLs are friable and fragile things and not fit for scholarly purposes.  And as a result, for the London Lives book we have been forced to eliminate all the links we originally hoped to include to forty or fifty different sites.  To take a single example, most archives structure their online collections with search in mind, making it difficult to link to a single item.  I spent a lot of time finding the catalog entry for every manuscript we cited in the London Metropolitan Archives, and Westminster Archives Centre, only to regretfully strip out the links when confronted by a complex URL that just did not look credible as a long term citation of the item itself.

Even in its simplest, and in the form recommended by the site for sharing a link, a London Metropolitan Archives URL looks like this:

http://search.lma.gov.uk/scripts/mwimain.dll/144/LMA_OPAC/web_detail/REFD+P69~2FBRI~2FB~2F001~2FMS06554~2F004?SESSIONSEARCH


Since we had consulted these items in their physical form in any case, it did not seem too problematic to leave out these links, but a shame nevertheless.  And likewise, with paywall material there seemed little point in dangling real access, and the promise of credible evidence, before the eyes of readers who would not be able to go beyond the login screen.  It seemed better to cite a specific item in combination with a general (unlinked) URL and date of consultation as reflecting our own research journey, rather than to promise access when we could not deliver it.

With few exceptions the URLs that have been retained (and there are still 4000 of them) address specific items with a specific ID, and usually run to 20 to 40 characters.  DOIs are not bad once you figure out their structure and reformulate them as they should be, rather than the way they are normally cited on journal web pages.

dx.doi.org/10.1353/sec.2010.0268

And Google Books creates a very nice URL once you strip out all the complex formatting instructions that are normally generated as part of a search and inserted after the main ID.  This is what a Google Books' URL looks like if you were to use the 'search' version:

 http://books.google.co.uk/books?id=1sMJGt7_rTAC&printsec=frontcover&dq=%22Prosecution+and+Punishment:+Petty+Crime+and+the+Law%22&hl=en&sa=X&ei=rrzGUq_aDsSy7Aa_9YGQCg&redir_esc=y#v=onepage&q=%22Prosecution%20and%20Punishment%3A%20Petty%20Crime%20and%20the%20Law%22&f=false

And this URL will take to the same book:

 books.google.co.uk/books?id=1sMJGt7_rTAC

 And the Eighteenth-century Short Title Catalog generates some of the most elegant URLs I have found:

estc.bl.uk/T174945

And to a lesser extent, so does the Ethos collection of doctoral theses at the British Library.

ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.354762

And London Lives and the Old Bailey Online do pretty well on this score:

www.londonlives.org/browse.jsp?div=LMSMPS501980014
http://www.oldbaileyonline.org/browse.jsp?ref=t17910413-19


In part, I suspect that these issues would all disappear if I had a better sense of the layer of structure that lies beneath the WWW.  But for the moment I am keen to have a short, human-readable URL that looks like it will last longer than the session I am currently logged on for.   All of which simply takes me back to the joy of academic slogging and the importance of the academic apparatus as something that evidences hard work and opens up scholarship to credible criticism that goes beyond simple romantic appreciation and prejudice.

I know all too well that one of the skills of an academic is the ability to judge a book by its cover and the form of the text it contains.   For the online we need to embed URLs into precisely this process - and the joy of all that editing was that at the end of it, I feel I have learned to do just that.



Monday, 4 March 2013

OA in the UK




Between the Finch Report in the UK, and more direct moves towards a comprehensive Open Access policy for government funded research in the US, it seems we are confronted by an important moment in the evolution of the ecology of scholarship within which academic history writing is produced and published.     

A recent one-day colloquium sponsored by the Institute of Historical Research and the Royal Historical Society was called precisely to bring together major institutional players (Scholarly Societies, Journals, and Publishers) for a conversation about the best ways forward (the Tweet stream is here).  The general feeling seems to be that while every well-meaning historian is keen to promote Open Access (a show of hands at the conference confirmed this), the Gold Route, whereby authors and institutions are asked to shoulder the cost of peer review and publishing, is just not workable in the humanities.   

There is also the beginnings of what many feel is an apparent solution to the problem.  Both the past and present presidents of the Royal Historical Society, and some 21 editors of major humanities journals, signed a letter proposing the imposition of an increased embargo period on the articles in their journals - essentially suggesting they be allowed to have three years in which to make money on their publications before being forced to make them available through Open Access.   They also proposed maintaining a two-track system to ensure that overseas and non-academic authors are excluded from the government led requirement for Open Access.

To me this feels like Saint Augustine's plaint: "Grant me chastity and continence, but not yet." (Confessions 8:17).

Let me be clear, though.  I understand completely the anxieties motivating these institutions and commentators.  A narrowly defined Gold Route process of the sort privileged by the Finch Report is not workable in the humanities.  The 'author pays' model is predicated on the direct funding of research by government, and on the assumption that the consumers of research outputs are the same as the producers.  In the case of history this is not true. 

 The vast majority of historical research and publication is not funded by project grants; and while a higher proportion is funded through the Universities, and through QR, there is still a large body of excellent work that is undertaken by independent scholars, or as part of a self-funded PhD, or by staff in institutions which do not receive QR funding or participate in the REF.  And similarly, all historians seek to reach a wider audience than most scientists, and imagine their work in the light of a successful 'trade monograph'; which itself forms a recognised academic achievement. 

In other words, I largely agree with the diagnosis that the main thrust of the Finch Report is unworkable.  Though, of course, the Report does not restrict academics to the single route to Open Access, and makes it clear that other types of OA (Green Route) are entirely consistent with the objective of making publicly funded research available to the public.  Following on from this, I also believe the RCUK policy to cover the new costs entailed through grants is also largely unworkable, and if poorly executed in pursuit of a narrow Gold Route form of publication will create issues of fair access, with institutional meddling in academic decision making and serious problems for post-graduates and early career academics. 

What is missing in all this is any positive model of Open Access publishing that takes seriously the fundamental interests and values of history as a discipline, as opposed to the interests of the collection of institutions and journals that purport to speak for it.  For myself I have a clear sense of what I would like Open Access in history (and more broadly in the academy) to look like in ten years' time; and it would have the following characteristics:


  •   It would be built on the deposit of articles and research data (including notes) in institutional repositories, linked to APIs that allow their content to be re-'published', mashed up and re-used (with acknowledgment).
  •  The route to 'publication' would include the initial deposit of research materials, followed by the posting of a 'rough draft' for comment and revision, leading to a post-publication peer review system.  The author would then be allowed to specify at what revision the 'article' is complete, with perhaps a six month norm for revisions.  See for instance the History Working Papers Project.
  •  Metrics for downloads, re-use and citations for the now online article will be used to generate a measure of scholarly importance.  These metrics can include the kind of complex systems for assessing 'authority' (i.e. whose post peer review assessments are worth most) implicit in the Altmetrics movement.
  •  'Journals' will be made up of adopted 'articles' that fit their theme and which are moulded to a particular house style in the open peer review process.  In this ecology of scholarship journals will take on a new intellectual role in shaping debate and argument, and in defining academic communities, and will have a 'promoting' role rather than a 'publishing' role.
  •  Academic monographs will be seen as a simple extension of article publication - i.e. either in the form of long articles, or perhaps as a collection of pieces created as 'articles'.
  •  Genuine 'Trade History' will continue to be sold in the generic forms of biography and narrative etc., but the underlying academic historical content will be available in institutional repositories, while the revisions and adaptions for a popular audience are dealt with separately.
  •  The co-archiving of secondary writing and notes and research materials will allow for the creation of an increasingly vertically integrated form of writing, in which source material and commentary are connected.
  •  The costs of maintaining, curating and archiving the system will be borne by the Universities, with savings from the journal and book purchasing costs.   A separate tNA or British Library repository will support and archive the work of otherwise unaffiliated scholars.



Getting to this point is not straightforward.  But the universities are fully empowered to use the RCUK funding to beef up their repositories, rather than paying journal fees.   The repositories could also take a first step towards a more rigorous ecology of scholarship by archiving and making available the underlying research data we all endlessly collect (and jealously guard as the capital of an ego driven system of professional advancement). 



At the moment most public debate and effort seems to be devoted to preserving the current business model that underpins the public/private partnership that lies at the heart of academic publishing. The journals worry that their main income stream (allowing them to provide studentships etc) will be eliminated; while the publishers worry that their privileged position between subsidised creators of content and subsidised buyers of content will be squeezed.  Both these anxieties are justified.  

 But, we need to ask ourselves whether we really want to use the roundabout and expensive route of generating income from University Library budgets via the publication of materials produced by academic staff, to take money from the providers of education - the Universities - in order to give it to the journals and scholarly societies, in order to allow them, to in turn purchase education from the Universities.  It is ridiculous.



As for the academic presses, they have spent thirty years squeezing the 'added value' from their operation.  In-house copy-editing and proof reading for the most part went ages ago.  And many presses now demand what amounts to 'camera ready' copy.  If the presses do not want to serve their traditional role in an ecology of scholarship (sifting and polishing its products), then it is not clear what their profits are based on.  At the moment, the greatest input on the part of the presses lies in advertising and licensing content, policing its re-use and in producing hard copy versions of books and articles that are largely unwanted (ask any librarian).  A thoroughgoing Open Access model eliminates the need for selling, licensing, and policing, while time will take care of the romantic attachment to wood pulp.



Current debate seems most fully motivated by a reactionary and defensive fear that a change in the nature of academic publication will unravel the systems of authority and organisational finance that used to deliver public debate.  But, if we have faith in the importance of the academy and of scholarship, then we need to continually re-invent the process.  Open Access provides a perfect opportunity to reconnect with the founding principles of the academy.


Sunday, 23 October 2011

Academic History Writing and its Disconnects


This is the rough text of a short talk I am scheduled to deliver at a symposium on 'Future Directions in Book History'  at Cambrdige on the 24th of November 2011.


I am on the programme as talking briefly about the ‘OldBailey Online and other resources’ (by which I assume is meant London Lives, Connected Histories, and Locating London’s Past, and the other websites I have helped to create over the last ten or twelve years).  But I am afraid I have no interest whatsoever in discussing the Old Bailey or the other websites.  The hard intellectual work that went in to their creation was done between 1999 and 2010, and for the most part they have found an audience and a user base and will have their own impact, without me having to discuss them any further.  We know how to do this stuff, and anyone can read the technical literature, and I very much encourage you to do so.


Instead, I want to talk about how the evolution of the forms of delivery and analysis of text inherent in the creation of the online, problematizes and historicises the notion of the book as an object, and as a technology; and in the process problematizes the discipline of history itself as we practise it in the digital present. 


The project of putting billions of words of keyword searchable stuff out there is now nearing completion.  We are within sight of that moment when all printed text produced between 1455 and 1923 (when the Disney Corporation has determined that the needs of modern corporate capitalism trumped the Enlightenment ideal), will be available online for you to search and read.  The vast majority of that text is currently configured to pretend to be made up of ‘books’ and other print artefacts,   But, of course, it is not.  At some level it is just text – the difference between one book and the next a single line of metadata.  The hard leather covers that used to divide one group of words from another are gone; and every time you choose to sit comfortably in your office reading a screen, instead of going to a library or an archive, while kidding yourself that you are still reading a ‘book’, you are in fact participating in a charade.  We are swimming in deracinated, Google-ised, Wikipedia-ised text.


In other words, and let’s face it: the book as a technology for packaging and delivery, storing and finding text is now redundant.  The underpinning mechanics that determined its shape and form are as antiquated as moveable type.  And in the process of moving beyond the book, we have also abandoned the whole post-enlightenment infrastructure of libraries and card catalogues (or even OPACS), of concordances, and indexes and tables of contents.  They are all built around the book, and the book is dead. 


If this all sounds rather doom laden and apocalyptic – and no doubt we could argue about the rosy future and romantic appeal of the hard copy book – it shouldn’t.  At least as far as the ‘history of the book’ is concerned these developments have been entirely positive

First, it has allowed us to begin to escape the intellectual shackles that the book as a form of delivery, imposed upon us.  If we can escape the self-delusion that we are reading ‘books’, the development of the infinite archive, and the creation of a new technology of distribution,  actually allows us to move beyond the linear and episodic structures the book demands, to something different and more complex.  It also allows us to more effectively view the book as an historical artefact and now redundant form of controlling technology.  The 'book' is newly available for analysis.


The absence of books makes their study more important, more innovative, and more interesting.  It also makes their study much more relevant to the present – a present in which we are confronted by a new, but equally controlling and limiting technology for transmitting ideas.  By mentally escaping the ‘book’ as a normal form and format, we can see it more clearly for what it was.  And to this extent, the death of the book is a fantastic and liberating thing – the fascism of the format is beaten.


At the same time, I think we are confronted by a profound intellectual challenge that addresses the very nature of the historical discipline.  This transition from the ‘book’, to something new, fundamentally undercuts what we do more generally as ‘historians’.  When you start to unpick the nature of the historical discipline, it is tied up with the technologies of the printed page and the book in ways that are powerful and determining.  Our footnotes, our post-Rankean cross referencing and practises of textual analysis are embedded within the technology of the book, and its library.


Equally, our technology of authority – all the visual and textual clues that separate a CUP monograph from the irresponsible musings of a know-nothing prose merchant – are slipping away.  While our professional identity – the titles, positions and honorifics – built again on the supposedly secure foundations of book publishing – is ever less compelling. So the question then becomes, is history – particularly in its post-Rankean, professional and academic form - dead?  Are we losing that beautiful disciplinary character that allows us to think beyond the surface, and makes possible complex analyses that transcend mere cleverness?
 

And on the face of it, the answer is yes – the renewed role of the popular block buster, and an every growing and insecure emphasis on readership over scholarship, would suggest that it is. In Britain we shy away from the metrics that would demonstrate ‘impact’ primarily because we  fear that we may not have any.


Collectively we have put our heads in the sands, and our arses in the air, and seemingly invited the world to take a shot.  A single and self-evident instance that evidences a deeper malaise is our current failure to bother citing what we read.  We read online journal articles, but cite the hard copy edition; we do keywords searches, while pretending to undertake immersive reading. We search 'Google Books', and pretend we are not.


But even more importantly, we ignore the critical impact of digitisation on our intellectual praxis.  Only 48% of the significant words in the Burney collection ofeighteenth-century newspapers are correctly transcribed as a result of poor OCR.  This makes the other 52% completely un-findable.  And of course, from the perspective of the relationship between scholarship and sources, it is always the same 52%.  My colleague Bill Turkel, describes this as the Las Vegas effect – all bright lights, and an invitation to instant scholarly riches, but with no indication of the odds, and no exit signs.  We use the Burney collection regardless – not even bothering to apply the kind of critical approach that historians have built their professional authority upon.  This is roulette dressed up as scholarship.

In other words, we have abandoned the rigour of traditional scholarship.  Provenance, edition, transcription, editorial practise, readership, authorship, reception – the things we query issues in relation to  books, are left unexplored in relation to the online text we actually read.

And as importantly, the way we promulgate our ‘history’ has not kept up either.  I want television programmes with footnotes, and graphs with underlying spreadsheets and sliders.  Yes, I want narrative and analysis, structure, point and purpose.  I want to continue to be able to engage in the grand conversation that is history; but it cannot continue to be produced as a ragged and impotent ghost of a fifteenth century technology; and if we don’t do something about it, we might as well all go off and figure out how to write titillating tales of eighteenth-century sex scandals, because at least they sell.

The book had a wonderful 1200 odd year history, which is certainly worth exploring.  Its form self-evidently controlled and informed significant aspects of cultural and intellectual change in the West (and through the impositions of Empire, the rest of the world as well); but if, as historians, we are to avoid going the way of the book, we need to separate out what we think history is designed to achieve, and to create a scholarly technology that delivers it.


In a rather intemperate attack on the work of Jane Jacobs, published in 1962, Louis Mumford observed that:


‘… minds unduly fascinated by computers carefully confine themselves to asking only the kind of question that computers can answer and are completely negligent of the human contents  or the human results.’

I am afraid that in the last couple of decades, historians who are unduly fascinated by books, have restricted themselves to asking only the kind of questions books can answer.  Fifty years is a long time in computer science.  It is about time we found out if a critical and self-consciously scholarly engagement with computers might not now allow us to more effectively address the ‘human contents’ of the past.

Sunday, 19 June 2011

Culturomics, Big Data, Code Breakers and the Casaubon Delusion

Suddenly it seems as if 'big data' humanities is all the crack; with quantitative biologists and mathematicians diving in where previously only historians, literary critics and linguists dared to swim.  Digital humanists have been slowly engineering a new field from history and linguistics (aided and abetted by library science) for over a decade, gradually building new bodies of evidence, and road testing new methodologies.  But in just the last year or so, the biologists and mathematicians, with Google's help, have stolen a march on all their puny efforts.  In particular, it seems that Science and Nature have fallen head over heels in love with 'culturomics' and the heady enthusiasms of Erez Lieberman Aiden and Jean-Baptiste Michel, and their Google ngram viewer.  To read the most recent issue of  Nature is to be confronted with a heady mix of big science and gushing Hello Magazine prose, that work to mythologise the new 'science' of  culturomics and its creators.  It feels like the birth of a myth and of a brand.


This is all rather wonderful, and I am a huge fan of the Google ngram viewer, and the playful way it allows scholars and students to engage with the 'infinite archive' of inherited texts.  I think Aiden and Michel (and Google) have done the humanities a huge service.   But their real achievements do not quite explain the cloud of hyperbole that seems to be rising around them.


And this made me wonder what is really at issue here?  What is it about culturomics that turns on the reporters from  Nature.  At its heart, the use of word frequency with a reasonably sized (if problematic) data set simply provides one more form of evidence to be added to all the rest.  Knowing that the term 'electricity' peaks between 1870 and 1900 is useful evidence, but does not provide either an explanation for why, or a description of how it is being used.   Historians will no doubt look this particular gift horse in the mouth, and worry at the condition of its teeth; but they will also happily use the ngram viewer as one more component in a complex landscape of evidence.  This use may be delayed by the peculiar lack of any guidance on how to cite the results of a search, but it will be normalised in due course.


But simply providing a new body of evidence is not what seems to get Nature going.  Instead, it is the claim that the ngram viewer lays the basis for a new 'science', and that the results make other forms of historical analysis redundant.  In the words of Aiden and Michel, somehow this data is uniquely available for 'scientific purposes',  in contrast of other forms of evidence. 

It is not, therefore, the mechanics of the ngram viewer that is at issue.  Instead it is the underlying intellectual paradigm that Aiden and Michel bring to its use.  They appear to claim to be able to read history from the patterns the ngram viewer exposes - to decipher significant patterns from the data itself.  Their great party tricks (and they are particularly impressive in live performance) include the analysis of the decline of irregular verbs to a describable mathematical pattern, an equation, and the rise of 'celebrity' as measured by the number of times an individual is mentioned in print.  These imply that all historical development can, like irregular verbs, be described in mathematical terms, and that 'human nature', like the desire for fame, can be used as a constant to measure the changing technologies of culture. 

In some respects, we have been here before.  In the demographic and cliometric history so popular through the 1970s and 80s, extensive data sets were used to explore past societies and human behaviour.  The aspirations of that generation of historians were just as ambitious as are those of the parents of culturomics.  But, demography and cliometrics started from a detailed model of how societies work, and sought to test that model against the evidence; revising it in light of each new sample and equation.

The difference with culturomics is that there is no pretence to a model.  Instead, its practitioners will simply seek to discover patterns in the entrails of human speech, hoping to find the inherent meanings encoded there.  What I think the scientific community finds so compelling is that like quantitative biology and DNA analysis, Aiden and Michel are using one of the controlling metaphors of 20th-century science, 'code breaking' and applying it to a field that has hitherto resisted the siren call of analytical positivism.  


Since the 1940s the notion that 'codes' can be cracked to reveal a new understanding of 'nature' has formed the main narrative of science.  With the re-description of DNA as just one more code in the 1950s, wartime computer science became a peacetime biological frontier (cashing in on big-pharma, as military expenditure declined).  That Aiden comes from a background in DNA analysis should clue us to the fact that culturomics is an attempt to apply the same kind of code breaking to human society as a whole.



I strongly suspect that the project will fail, just as naive readings of DNA as a code for life have largely failed to fulfil their promise. But much more importantly, this attempt to repurpose a 'scientific' approach to historical analysis simply miss-understands the function of history itself.  These large-scale visualisations of language may be the raw material of history, the basis for an argument, the foundation for a narrative, the evidence put in the appendix in support of a subtle point, but they do not serve as a work of history. 

Historians interpret the past to the present.  They marshal evidence and use all the tools of genre writing to allow a modern reader to engage with the past.  And the questions they ask are not driven by the evidence, but by the needs of a modern society.  Gender history, the history of sexuality, and of race, have been created by two generations of historians not because the archives are groaning under the weight of relevant evidence, but because our society needs to understand the role of these forces in the present.  The fundamental flaw with culturomics is that it assumes that history is about the past; that what historians seek to achieve is an ever more accurate description of everything.  Instead, it is about the present.  Ironically, Aiden and Michel have rediscovered the 'Casaubon delusion'; and believe, like George Eliot's tragic figure, that they can create a new 'Key to all Mythologies'.   They need to listen to the Dorotheas of this world.

Monday, 29 November 2010

The Conundrums of Assessment

To my chagrin I recently realised that I have been assessing research proposals and grant applications for some twenty years, and have done so for most of the major humanities and social science funders in the UK, Europe and North America.  Over the last ten years I have also sat on numerous grant awarding panels, and helped to design the odd funding programme.  I have form in this particular small area of academic life.  So when I was asked for advice about how to write an assessment by a colleague faced with their first request of this sort, I felt obliged to offer some.  And since there is no independent body of advice about how the system works, or how the panels who arbitrate on the final decision use the reports drawn up by assessors, it seemed worthwhile posting that advice:

In the UK, funding bodies have made great efforts to train assessors, and brief them on what is expected; and to all intents and purposes have created a system that seems transparent and clear, with apparently precise criteria laid out in straightforward prose.   A great deal of effort has also been put into the supporting documentation in an attempt to ensure that assessments can be compared against one another, and that the process of decision making undertaken by the panels is speedy and uncontentious.  A real attempt has been made to eliminate special pleading, conflicts of interest, and the administratively perverse.  But, of course, all bureaucratic systems are also cultural systems, and there remain many unstated realities that effectively determine how a grant application and the assessments written in response to it, are read by the people charged with eventually sifting the funded from the unfunded. 

The single most important and determining factor that every assessor needs to keep in mind is that  most funding programmes have a success rate of around 20-25% (some as low as 10%).  From a panel's perspective, four out of five applications must be rejected.  As a result even small issues and problems in an otherwise exemplary application will be used to make a determination.  After reading perhaps thirty solid projects (and these days few applications are less than solid) and when faced with the need to find just five or six to fund, any panel, however well meaning or intelligent its individual members, will begin to reach for the smallest weakness.  

As an assessor you need to be aware of this problem.  This does not mean that you simply laud your favoured project to the skies.  If you do, your assessment will be judged to be insufficiently critical, and therefore worthless.  Instead, it means that if you seriously think a project is likely to be better than 80% of the others, you need to act as a critical advocate, and to place yourself at the heart of the debate that the application you are assessing will inevitably generate.

There will always be one or two applications that sit on the top of the pile, and if you are assessing one of these you can give yourself the freedom to engage with the underlying ideas, and to simply discuss the project's importance for a wider field.  Even in this instance, you might want to suggest where small problems might exist, but have been effectively addressed.

But these few, intellectually exciting and beautifully realised projects are rare and are consistently funded.  Where all the debate will be focussed is over the next tranche of projects.  This usually comprises some 40% of the total.  In a panel meeting (and regardless of how they are organised) the grading schema inevitably breaks down, and this 40% of applications start to bunch around the boundary grades.  Most panels give up on whole number grading of the sort the funders recommend, and end up using some form of 4.257, or 4-+(?) (if they are dominated by older academics from the Russell Group).  If you are asked to assess an application of this sort, the first decision you need to make is whether you think it should be funded; and having made that decision (assuming it is positive) you need to act as an advocate.

In other words, the first thing that any assessor needs to do is make an informed, over-arching judgement about the quality and importance of the application in front of them.  If you think the application you are assessing is compelling, although not so strong as to sit on the top of the pile, then you need to say so, and say why.  Alternatively,  if it is in the bottom 50%, for either technical or intellectual reasons (i.e. not exciting, or not practical, or just not well written) there is little point in expending your time struggling to find something good to say.  It will not affect the outcome, and it is likely to be fed back to the applicant in a way that just encourages them to resubmit something similar, instead of something better.

For myself, I start of with a basic question in my mind:  Am really excited by the project?  Has it caught my imagination, and left me thinking that I would actually want to know the outcome?  Would I want to read the book?  Or in a Knowledge Transfer  context, would it make a significant social difference? 


A minority of  academic projects get past this hurdle.  As a result, the real problem comes with the next stage, which is that while the intellectual case needs assessing (and if you are excited by the project, this is the easy bit) it is essentially all the things around it that will be used to exclude marginal projects.  If the project plan (with methodology and budgeting etc.) looks less than professional and doable, the application will be excluded on these grounds.  But if the fundamental idea is exciting and you decide you want to support it, regardless of its minor faults, you will need to deal with these issues directly and explicitly.  If you don't, the curmudgeon in the corner (and there is always one) will use these small issues to denigrate the project - generally as a stratagem to promote their own discipline or methodology or favoured project.  In this context, if you see a weakness, you need to address it directly and explain why it is not important to the success of the project.

My feeling is that you need to exercise an abstract academic and professional judgement, and in the round (regardless of the hoops and bureaucratic forms the funders want you to jump through) come to a conclusion about the worth of the project.  Once you do this, you are duty bound to do everything you can to ensure that the result is positive, in full recognition that most projects, including innumerable worthy ones, wont be funded.   This can lead to a rather instrumental and manipulative approach (which is a problem), but it at least has the advantage of allowing us to exercise the kind of judgement that is implied in peer review even when the process feels like bureaucratic games playing.