Scopus’s view of computer science research

In the Informatics Europe report on researcher evaluation for computer science [1], we noted how awful the ISI Web of Knowledge was for computer science.We keep receiving notes of thanks from academics in various countries telling us that they use the article as a defense against misinformed colleagues from other disciplines wanting to apply ISI citations to the evaluation of computer scientists.

The report did not discuss ISI’scompetitor, Elsevier’s Scopus. Today I received a publicity from Scopus, which invited me to check the “top 25 hottest  articles in computer science”; I was curious to see how they see the field.

The result is copy-pasted below. It is pathetic. The only really relevant references, out of 25, are five survey articles on wireless networks (only two of which seem to focus on  CS issues: security and algorithms). To this we might add a couple of references on cloud computing that address CS issues such as security. The rest is about sociology ( “Social anxiety and technology: Face-to-face communication versus technological communication among teens” — great title, though!) and business (“The critical success factors for ERP implementation”).

If this is what was “hottest” in computer science between January and March 2011, most of us are in the wrong business.

This kind of thing makes for a good laugh. Things become less funny when we think of the consequences. Yes, some computer science researchers will be evaluated based on this kind of absurdity. What can we do?

Reference

[1] Bertrand Meyer, Christine Choppy , Jørgen Staunstrup and Jan van Leeuwen: Research Evaluation in Computer Science, Communications of the ACM article and Informatics Europe report, accessible from here.

[2] Scopus (SciVerse): Top 25 Hottest Articles in Computer Science (retrieved 28 July 2011), available at top25.sciencedirect.com/subject/computer-science/7/.

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Text below from Scopus/SciVerse (reference [2] above)

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Computer Science

January to March 2011

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1.	Synthesis of multifractional Gaussian noises based on variable-order fractional operators • Article Signal Processing, Volume 91, Issue 7, July 2011, Pages 1645-1650 Sheng, H.; Sun, H.; Chen, Y.; Qiu, T.

2.	Robust FIR equalization for time-varying communication channels with intermittent observations via an LMI approach • Article Signal Processing, Volume 91, Issue 7, July 2011, Pages 1651-1658 Zhang, H.; Shi, Y.; Saadat Mehr, A.; Huang, H.

3.	Personality and motivations associated with Facebook use • Article Computers in Human Behavior, Volume 25, Issue 2, March 2009, Pages 578-586 Ross, C.; Orr, E.S.; Sisic, M.; Arseneault, J.M.; Simmering, M.G.; Orr, R.R. Cited by SciVerse Scopus (19)

4.	Social network use and personality • Article Computers in Human Behavior, Volume 26, Issue 6, November 2010, Pages 1289-1295 Amichai-Hamburger, Y.; Vinitzky, G. Cited by SciVerse Scopus (1)

5.	Facebook(R) and academic performance • Article Computers in Human Behavior, Volume 26, Issue 6, November 2010, Pages 1237-1245 Kirschner, P.A.; Karpinski, A.C. Cited by SciVerse Scopus (2)

6.	Cloud computing and emerging IT platforms: Vision, hype, and reality for delivering computing as the 5th utility • Article Future Generation Computer Systems, Volume 25, Issue 6, June 2009, Pages 599-616 Buyya, R.; Yeo, C.S.; Venugopal, S.; Broberg, J.; Brandic, I. Cited by SciVerse Scopus (193)

7.	Cloud computing – The business perspective • Article Decision Support Systems, Volume 51, Issue 1, April 2011, Pages 176-189 Marston, S.; Li, Z.; Bandyopadhyay, S.; Zhang, J.; Ghalsasi, A.

8.	Wireless sensor networks: a survey • Article Computer Networks, Volume 38, Issue 4, March 2002, Pages 393-422 Akyildiz, I.F.; Su, W.; Sankarasubramaniam, Y.; Cayirci, E. Cited by SciVerse Scopus (3949)

9.	Students’and teachers’use of Facebook • Review article Computers in Human Behavior, Volume 27, Issue 2, March 2011, Pages 662-676 Hew, K.F.

10.	Identity construction on Facebook: Digital empowerment in anchored relationships • Article Computers in Human Behavior, Volume 24, Issue 5, September 2008, Pages 1816-1836 Zhao, S.; Grasmuck, S.; Martin, J. Cited by SciVerse Scopus (25)

11.	Wireless sensor network survey • Article Computer Networks, Volume 52, Issue 12, August 2008, Pages 2292-2330 Yick, J.; Mukherjee, B.; Ghosal, D. Cited by SciVerse Scopus (314)

12.	All about me: Disclosure in online social networking profiles: The case of FACEBOOK • Article Computers in Human Behavior, Volume 26, Issue 3, May 2010, Pages 406-418 Nosko, A.; Wood, E.; Molema, S. Cited by SciVerse Scopus (3)

13.	Internet social network communities: Risk taking, trust, and privacy concerns • Article Computers in Human Behavior, Volume 25, Issue 1, January 2009, Pages 153-160 Fogel, J.; Nehmad, E. Cited by SciVerse Scopus (37)

14.	A survey on security issues in service delivery models of cloud computing • Review article Journal of Network and Computer Applications, Volume 34, Issue 1, January 2011, Pages 1-11 Subashini, S.; Kavitha, V. Cited by SciVerse Scopus (2)

15.	Social anxiety and technology: Face-to-face communication versus technological communication among teens • Article Computers in Human Behavior, Volume 25, Issue 6, November 2009, Pages 1367-1372 Pierce, T. Cited by SciVerse Scopus (8)

16.	A survey on clustering algorithms for wireless sensor networks • Article Computer Communications, Volume 30, Issue 14-15, October 2007, Pages 2826-2841 Abbasi, A.A.; Younis, M. Cited by SciVerse Scopus (175)

17.	Online social networks: Why do students use facebook? • Article Computers in Human Behavior, August 2010 Cheung, C.M.K.; Chiu, P.Y.; Lee, M.K.O.

18.	The Internet of Things: A survey • Article Computer Networks, Volume 54, Issue 15, October 2010, Pages 2787-2805 Atzori, L.; Iera, A.; Morabito, G. Cited by SciVerse Scopus (12)

19.	Why people use social networking sites: An empirical study integrating network externalities and motivation theory • Article Computers in Human Behavior, Volume 27, Issue 3, May 2011, Pages 1152-1161 Lin, K.Y.; Lu, H.P.

20.	Who interacts on the Web?: The intersection of users@? personality and social media use • Article Computers in Human Behavior, Volume 26, Issue 2, March 2010, Pages 247-253 Correa, T.; Hinsley, A.W.; de Zuniga, H.G. Cited by SciVerse Scopus (14)

21.	The critical success factors for ERP implementation: an organizational fit perspective • Article Information & Management, Volume 40, Issue 1, October 2002, Pages 25-40 Hong, K.-K.; Kim, Y.-G. Cited by SciVerse Scopus (258)

22.	Multi-criteria decision making approaches for supplier evaluation and selection: A literature review • Article European Journal of Operational Research, Volume 202, Issue 1, April 2010, Pages 16-24 Ho, W.; Xu, X.; Dey, P.K. Cited by SciVerse Scopus (19)

23.	Addressing cloud computing security issues • Article Future Generation Computer Systems, December 2010 Zissis, D.; Lekkas, D.

24.	Understanding knowledge sharing in virtual communities: An integration of social capital and social cognitive theories • Article Decision Support Systems, Volume 42, Issue 3, December 2006, Pages 1872-1888 Chiu, C.M.; Hsu, M.H.; Wang, E.T.G. Cited by SciVerse Scopus (117)

25.	NeXt generation/dynamic spectrum access/cognitive radio wireless networks: A survey • Article Computer Networks, Volume 50, Issue 13, September 2006, Pages 2127-2159 Akyildiz, I.F.; Lee, W.Y.; Vuran, M.C.; Mohanty, S. Cited by SciVerse Scopus (1036)