2018 • In Kreps, David; Ess, Charles; Leenen, Louiseet al. (Eds.) This Changes Everything - ICT and Climate Change: What Can We Do? 13th IFIP TC 9 International Conference on Human Choice and Computers, HCC13 2018. Held at the 24th IFIP World Computer Congress, WCC2018, Poznan, Poland, September 19-21, 2018, Proceedings.
[en] Computer science research areas are often arbitrarily defined by researchers themselves based on their own opinions or on conference rankings. First, we aim to classify conferences in computer science in an automated and objective way based on topic modelling. We then study the topic relatedness of research areas to identify isolated disciplinary silos and clusters that display more interdisciplinarity and collaboration. Furthermore, we compare career length, publication growth rate and collaboration patterns for men and women in these research areas.
Research center :
- Luxembourg Centre for Contemporary and Digital History (C2DH) > Doctoral Training Unit (DTU)
Disciplines :
History Computer science
Author, co-author :
VAN HERCK, Sytze ; University of Luxembourg > Luxembourg Center for Contemporary and Digital History (C2DH)
FISCARELLI, Antonio Maria ; University of Luxembourg > Faculty of Science, Technology and Communication (FSTC) > Computer Science and Communications Research Unit (CSC)
External co-authors :
no
Language :
English
Title :
Mind the Gap: Gender and Computer Science Conferences
Publication date :
2018
Event name :
13th IFIP TC 9 International Conference on Human Choice and Computers, HCC13
Event place :
Poznan, Poland
Event date :
from 19-09-2018 to 21-09-2018
Main work title :
This Changes Everything - ICT and Climate Change: What Can We Do? 13th IFIP TC 9 International Conference on Human Choice and Computers, HCC13 2018. Held at the 24th IFIP World Computer Congress, WCC2018, Poznan, Poland, September 19-21, 2018, Proceedings.
Author, co-author :
Kreps, David
Ess, Charles
Leenen, Louise
Kimppa, Kai
Publisher :
Springer, Cham, Switzerland
ISBN/EAN :
978-3-319-99604-2
Collection name :
IFIP Advances in Information and Communication Technology
scite shows how a scientific paper has been cited by providing the context of the citation, a classification describing whether it supports, mentions, or contrasts the cited claim, and a label indicating in which section the citation was made.
Bibliography
Jakacki, D.: Jack of all trades, master of one: the promise of inter methodological collaboration (2017). https://player.fm/series/digital-humanities-at-oxford-summer-school/2017-opening-keynote-jack-of-all-trades-master-of-one-the-promise-of-intermethodological-collaboration. Accessed 11 Jan 2018
Banerjee, A., Peikert, C.: New and improved key-homomorphic pseudorandom functions. In: Garay, J.A., Gennaro, R. (eds.) CRYPTO 2014. LNCS, vol. 8616, pp. 353–370. Springer, Heidelberg (2014). https://doi.org/10.1007/978-3-662-44371-2 20
Van Herck, S.: Visualising gender balance: ten computer science conferences and the digital humanities conference compared (2017)
Paul, M., Girju, R.: Topic modeling of research fields: an interdisciplinary perspective. In: Proceedings of the International Conference RANLP-2009, pp. 337–342 (2009)
Daud, A., Li, J., Zhou, L., Muhammad, F.: Conference mining via generalized topic modeling. In: Buntine, W., Grobelnik, M., Mladenić, D., Shawe-Taylor, J. (eds.) ECML PKDD 2009. LNCS (LNAI), vol. 5781, pp. 244–259. Springer, Heidelberg (2009). https://doi.org/10.1007/978-3-642-04180-8 33
Biryukov, M., Dong, C.: Analysis of computer science communities based on DBLP. In: Lalmas, M., Jose, J., Rauber, A., Sebastiani, F., Frommholz, I. (eds.) ECDL 2010. LNCS, vol. 6273, pp. 228–235. Springer, Heidelberg (2010). https://doi.org/10.1007/978-3-642-15464-5 24
Bird, C., Devanbu, P., Barr, E., Filkov, V., Nash, A., Su, Z.: Structure and dynamics of research collaboration in computer science. In: Proceedings of the 2009 SIAM International Conference on Data Mining, SIAM, pp. 826–837 (2009)
Swati, A., Ashish, S., Nitish, M., Rohan, K., Denzil, C.: DBLP records and entries for key computer science conferences (2017). https://data.mendeley.com/datasets/3p9w84t5mr/. Accessed 11 Jan 2018
Reitz, F., Hoffmann, O.: An analysis of the evolving coverage of computer science sub-fields in the DBLP digital library. In: Lalmas, M., Jose, J., Rauber, A., Sebastiani, F., Frommholz, I. (eds.) ECDL 2010. LNCS, vol. 6273, pp. 216–227. Springer, Heidelberg (2010). https://doi.org/10.1007/978-3-642-15464-5 23
Fiscarelli, A.M., Beliakov, A., Konchenko, S., Bouvry, P.: A degenerate agglomerative hierarchical clustering algorithm for community detection. In: Nguyen, N.T., Hoang, D.H., Hong, T.-P., Pham, H., Trawiński, B. (eds.) ACIIDS 2018. LNCS (LNAI), vol. 10751, pp. 234–242. Springer, Cham (2018). https://doi.org/10.1007/978-3-319-75417-8 22
Gender, N.: OED Online. Oxford English Dictionary (2011). Accessed 24 Jan 2018
GenderizeAPI. https://genderize.io. Accessed 24 Jan 2018
Karimi, F., Wagner, C., Lemmerich, F., Jadidi, M., Strohmaier, M.: Inferring gender from names on the web: a comparative evaluation of gender detection methods. CoRR abs/1603.04322 (2016)
Agarwal, S., Mittal, N., Katyal, R., Sureka, A., Correa, D.: Women in computer science research: what is the bibliography data telling us? ACM SIGCAS Comput. Soc. 46(1), 7–19 (2016)
Sonnert, G., Holton, G.: Who Succeeds in Science?: The Gender Dimension. Rutgers University Press, New Brunswick (1995)
Shneiderman, B.: Tree visualization with tree-maps: 2-D space-filling approach. ACM Trans. Graph. 11(1), 92–99 (1992)
Asahi, T., Turo, D., Shneiderman, B.: Visual decision-making: using treemaps for the analytic hierarchy process. In: Conference Companion on Human Factors in Computing Systems, CHI 1995, pp. 405–406. ACM, New York (1995)
Henwood, F., Miller, N., Senker, P., Wyatt, S.: Technology and In/equality: Questioning the Information Society. Taylor & Francis (2002)
Foundation, N.S.: Women, minorities, and persons with disabilities in science and engineering. field of degree: Women. https://www.nsf.gov/statistics/2017/nsf17310/digest/fod-women/computer-sciences.cfm. Accessed 24 Jan 2018
Abbate, J.: Recoding Gender: Women’s Changing Participation in Computing. History of Computing. MIT Press, Cambridge (2012)
