Delineating fields using mathematical jargon

CEUR Workshop Proceedings

Volumn 1610, Issue , 2016, Pages 63-71

  West, Jevin D ^a   Portenoy, Jason ^a  

^a UNIVERSITY OF WASHINGTON   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTATIONAL LINGUISTICS; INFORMATION RETRIEVAL; NATURAL LANGUAGE PROCESSING SYSTEMS; SEARCH ENGINES;

FIELD TO FIELDS; MATHEMATICAL LANGUAGES; NATURAL LANGUAGES; RECOMMENDATION ALGORITHMS; SCIENTIFIC LITERATURE; SHANNON'S ENTROPY; SOURCE FILES;

DIGITAL LIBRARIES;

EID: 84977582539     PISSN: 16130073     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (16)

1. Blei, D. M., Ng, A. Y., Jordan, M. I.: Latent dirichlet allocation. the Journal of machine Learning research 3, 993-1022 (2003)
2. Goldberg, Y., Levy, O.: word2vec explained: Deriving mikolov et al.'s negativesampling word-embedding method. arXiv preprint arXiv: 1402.3722 (2014)
3. Kantor, P. B., Rokach, L., Ricci, F., Shapira, B.: Recommender systems handbook. Springer (2011)
4. Kullback, S., Leibler, R. A.: On information and sufficiency. The Annals of Mathematical Statistics 22(1), 79-86 (1951)
5. Lü, L., Medo, M., Yeung, C. H., Zhang, Y. C., Zhang, Z. K., Zhou, T.: Recommender Systems p. 97(Feb. 2012), http://arxiv.org/abs/1202.1112
6. P. Lee, West, J., B. Howe: Viziometrix: A platform for analyzing the visual information in big scholarly data. In: Proceedings of the 25th International Conference on World Wide Web. ACM (2016)
7. Shannon, C. E.: The mathematical theory of communication, vol. 27 (1948)
8. Small, H.: Co-Citation in Scientific Literature: A new measure of the relationship between two documents. Journal of the American Society for Information Science 24(4), 265-269 (1973)
9. Sokal, R. R.: A statistical method for evaluating systematic relationships. Univ Kans Sci Bull 38, 1409-1438 (1958)
10. Steinbach, M., Karypis, G., Kumar, V., et al.: A comparison of document clustering techniques. In: KDD workshop on text mining. vol. 400, pp. 525-526. Boston (2000)
11. Vilhena, D., Foster, J., Rosvall, M., West, J., Evans, J., Bergstrom, C: Finding cultural holes: How structure and culture diverge in networks of scholarly communication. Sociological Science 1(June), 221-238(2014), http://www.sociologicalscience.com/articles-vol1-15-221
12. Wang, C, Blei, D. M.: Collaborative topic modeling for recommending scientific articles. In: Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining. pp. 448-456. ACM (2011)
13. Wesley-Smith, I., Dandrea, R., West, J.: An experimental platform for scholarly article recommendation. In: Proc. of the 2nd Workshop on Bibliometric-enhanced Information Retrieval (BIR2015). pp. 30-39 (2015)
14. West, J., Wesley-Smith, I., Bergstrom, C: A recommendation system based on hierarchical clustering of an article-level citation network. IEEE Transactions on Big Data (in press) (2016)
15. Zipf, G. K.: The psycho-biology of language. Houghton, Mifflin (1935)
16. Zipf, G. K.: Human behavior and the principle of least effort. Addison-Wesley Press (1949)