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One Scientist's Crusade to Rewrite Reputation Rules

48 points| robg | 17 years ago |wired.com | reply

18 comments

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[+] lutorm|17 years ago|reply
Still has all the problems that counting citations do: how do you count multiple-author papers (particle physics has given up ranking authors and just put the hundreds of authors in alphabetical order, IIRC) and it encourages people to write piecemeal papers, because why say something in one paper if you can say it in two -- and get twice the citations?

Also, my favorite: What if you cite someone to say that they were completely wrong when they approached the same problem? Should that be counted as a positive for them?

[+] natrius|17 years ago|reply
Presumably, no one is going to try to prove something wrong that has already been proven wrong, so unless there are many obscure flaws in one's work that take multiple papers to uncover, it shouldn't affect the citation count much.
[+] sachmanb|17 years ago|reply
this is almost pagerank for academic publications, and would probably be improved by being more like pagerank (where it also took into account how often citing papers were cited)
[+] timr|17 years ago|reply
There are a lot of people trying to use pagerank for academic journals, but so far it hasn't worked well for various reasons.

Part of the problem is that the metaphor breaks down: a paper is like an individual webpage, but a journal is like a company -- it has a much longer time-line, and its impact varies over time. Also, unlike web links, citations don't go away; they just accumulate over time. Since the point of these citation metrics are to rate the journals (and maybe the scientists), pagerank has some difficulties in the domain. It works better for ranking individual papers than for scientists or their journals.

This shouldn't be too surprising: TechCrunch (for example) probably has a good rank on many pages, but pagerank doesn't tell us anything about Michael Arrington's reputation.

[+] amichail|17 years ago|reply
The very people who complain about having their research being ignored in prestigious venues would probably not do well with a PageRank-like measure.
[+] thras|17 years ago|reply
Unfortunately, both systems are too easy to game by those who happen to be more unprofessional than average.

In the end, these sorts of systems are foisted on us by the paid bureaucrat-class that pays itself quite well for doing all that really hard work of managing academics. Figuring out whether someone is a hotshot scientist would mean reading his papers, and that's way too much work.

[+] knowtheory|17 years ago|reply
1) Whether someone is a hotshot scientist is a subjective matter of opinion.

2) The question they are asking is not "How important are your contributions to science?", but "How important do your peers think your contributions to science are?"

I'd probably go as far as to claim that it's nonsensical to search for an objective value metric for contributions to science. Scientific contributions are extremely heterogeneous, and value judgements are equally varied.