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The culture of rejection in computer science publications

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Re: The culture of rejection in computer science publications

#171
post #59

The academic system is completely broken for Computer Science, and I don't really see a way to fix it. The economic realities of the field just make it too risky to allow an exceptionally gifted individual to remain out in the open publishing research that could potentially destroy your business model. Justifying these low acceptance rates as somehow prestigious is really just creating even more perverse incentives t…

> The economic realities of the field just make it too risky to allow an exceptionally gifted individual to remain out in the open publishing research that could potentially destroy your business model. This seems a bit of a stretch, doesn’t it? It seems that you don’t have to suppress CS research to prevent it from having an impact, you can usually just politely ignore it after it has been published.

I am a week late. Real Life Happened. :-)

I probably phrased this really badly and applied it too broadly. Take the early days of Machine Learning. Everyone was working to crack it open and make money off of it. They still are, but now we’re almost to the maturity portion of it’s lifecycle.

But in the early days, if you were smart enough and showed promise, you could get hired before you even finished your doctorate. Everyone trying to crack open the ML egg was doing this, so not doing it gave execs FOMO about letting someone else employ a very smart ML scientist that developed something that made a lot of money.

So it’s less that it’s risky but for very specific and developing areas of CS it’s considered a worthwhile expense rolling the dice to own the patents on the next big breakthrough outright for the cost of a single salary.

Re: The culture of rejection in computer science publications

#172
All well and good. Then again, I've found the Computer Science literature to be abysmal - for pretty much forever. IMHO, there isn't a single journal that comes close to the quality of papers published in "Science," or "J. of the AMA." I turned off my ACM & IEEE journal subscriptions, years ago.

The good stuff used to be in things like MIT AI Lab Memos, BBN Technical Reports, RFCs, theses, and such. The good presentations are at trade shows - and more likely to be in exhibitor booths, and part of show floor demonstrations (the old INTEROP shownets, the LVC demonstrations at I/ITSEC conferences).

Personally, I'm a lot more concerned with the review processes for grant & contract proposals - where there's real money on the table, and achieving solid results can be mission- and sometimes life-critical.

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