{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,12,20]],"date-time":"2025-12-20T22:04:44Z","timestamp":1766268284131,"version":"3.37.3"},"reference-count":43,"publisher":"Springer Science and Business Media LLC","issue":"1-2","license":[{"start":{"date-parts":[[2018,7,5]],"date-time":"2018-07-05T00:00:00Z","timestamp":1530748800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2018,7,5]],"date-time":"2018-07-05T00:00:00Z","timestamp":1530748800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Inf Retrieval J"],"published-print":{"date-parts":[[2019,4,15]]},"DOI":"10.1007\/s10791-018-9338-x","type":"journal-article","created":{"date-parts":[[2018,7,5]],"date-time":"2018-07-05T09:14:43Z","timestamp":1530782083000},"page":"129-158","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":5,"title":["Determining the interests of social media users: two approaches"],"prefix":"10.1007","volume":"22","author":[{"given":"Nac\u00e9ra","family":"Bennacer Seghouani","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Coriane Nana","family":"Jipmo","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9195-1618","authenticated-orcid":false,"given":"Gianluca","family":"Quercini","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2018,7,5]]},"reference":[{"key":"9338_CR1","unstructured":"Asuncion, A., Welling, M., Smyth, P., & Teh, Y. W. (2009). On smoothing and inference for topic models. In Proceedings of the twenty-fifth conference on uncertainty in artificial intelligence, UAI \u201909, pp. 27\u201334. AUAI Press."},{"issue":"3","key":"9338_CR2","doi-asserted-by":"publisher","first-page":"698","DOI":"10.1016\/j.dss.2013.02.007","volume":"55","author":"H Bao","year":"2013","unstructured":"Bao, H., Li, Q., Liao, S. S., Song, S., & Gao, H. (2013). A new temporal and social PMF-based method to predict users\u2019 interests in micro-blogging. Decision Support Systems, 55(3), 698\u2013709.","journal-title":"Decision Support Systems"},{"key":"9338_CR3","doi-asserted-by":"crossref","unstructured":"Bhattacharya, P., Zafar, M. B., Ganguly, N., Ghosh, S., & Gummadi, K. P. (2014). Inferring user interests in the twitter social network. In RecSys, pp. 357\u2013360.","DOI":"10.1145\/2645710.2645765"},{"key":"9338_CR4","first-page":"993","volume":"3","author":"DM Blei","year":"2003","unstructured":"Blei, D. M., Ng, A. Y., & Jordan, M. I. (2003). Latent dirichlet allocation. Journal of Machine Learning Research, 3, 993\u20131022.","journal-title":"Journal of Machine Learning Research"},{"key":"9338_CR5","unstructured":"Cantador, I., Fern\u00e1ndez-Tob\u00edas, I., & Bellog\u00edn, A. (2013). Relating personality types with user preferences in multiple entertainment domains. In CEUR workshop proceedings. Shlomo Berkovsky."},{"issue":"1","key":"9338_CR6","doi-asserted-by":"publisher","first-page":"417","DOI":"10.1146\/annurev.ps.41.020190.002221","volume":"41","author":"JM Digman","year":"1990","unstructured":"Digman, J. M. (1990). Personality structure: Emergence of the five-factor model. Annual Review of Psychology, 41(1), 417\u2013440.","journal-title":"Annual Review of Psychology"},{"key":"9338_CR7","doi-asserted-by":"crossref","unstructured":"Ding, Y., & Jiang, J. (2014). Extracting interest tags from twitter user biographies. In Information retrieval technology, pp. 268\u2013279.","DOI":"10.1007\/978-3-319-12844-3_23"},{"key":"9338_CR8","volume-title":"A model for personality","author":"HJ Eysenck","year":"2012","unstructured":"Eysenck, H. J. (2012). A model for personality. London: Springer."},{"key":"9338_CR9","doi-asserted-by":"crossref","unstructured":"Ferragina, P., & Scaiella, U. (2010). Tagme: On-the-fly annotation of short text fragments (by Wikipedia entities). In CIKM, pp. 1625\u20131628.","DOI":"10.1145\/1871437.1871689"},{"key":"9338_CR10","unstructured":"Furnham, A., & Heaven, P. (1999). Personality and social behaviour. Arnold."},{"issue":"6","key":"9338_CR11","doi-asserted-by":"publisher","first-page":"1216","DOI":"10.1037\/0022-3514.59.6.1216","volume":"59","author":"LR Goldberg","year":"1990","unstructured":"Goldberg, L. R. (1990). An alternative \u201ddescription of personality\u201d: The big-five factor structure. Journal of Personality and Social Psychology, 59(6), 1216.","journal-title":"Journal of Personality and Social Psychology"},{"issue":"4","key":"9338_CR12","doi-asserted-by":"publisher","first-page":"518","DOI":"10.1037\/0022-0167.40.4.518","volume":"40","author":"GD Gottfredson","year":"1993","unstructured":"Gottfredson, G. D., Jones, E. M., & Holland, J. L. (1993). Personality and vocational interests: The relation of Holland\u2019s six interest dimensions to five robust dimensions of personality. Journal of Counseling Psychology, 40(4), 518.","journal-title":"Journal of Counseling Psychology"},{"key":"9338_CR13","doi-asserted-by":"crossref","unstructured":"He, W., Liu, H., He, J., Tang, S., & Du, X. (2015). Extracting interest tags for non-famous users in social network. In CIKM, pp. 861\u2013870. ACM.","DOI":"10.1145\/2806416.2806514"},{"key":"9338_CR14","doi-asserted-by":"crossref","unstructured":"Jipmo, C. N., Quercini, G., & Bennacer, N. (2017). Frisk: A multilingual approach to find twitteR InterestS via wiKipedia. to appear.","DOI":"10.1007\/978-3-319-69179-4_17"},{"key":"9338_CR15","doi-asserted-by":"crossref","unstructured":"Kapanipathi, P., Jain, P., Venkatramani, C., & Sheth, A. P. (2014). User interests identification on twitter using a hierarchical knowledge base. In The semantic web: Trends and challenges\u201411th international conference, ESWC 2014, Anissaras, Crete, Greece, May 25\u201329, 2014. Proceedings, pp. 99\u2013113.","DOI":"10.1007\/978-3-319-07443-6_8"},{"key":"9338_CR16","doi-asserted-by":"crossref","unstructured":"Kazdin, A. E. (2000). Encyclopedia of psychology.","DOI":"10.1037\/10517-000"},{"key":"9338_CR17","doi-asserted-by":"crossref","unstructured":"Li, X., Guo, L., & Zhao, Y. E. (2008). Tag-based social interest discovery. In WWW, pp. 675\u2013684.","DOI":"10.1145\/1367497.1367589"},{"issue":"2","key":"9338_CR18","doi-asserted-by":"publisher","first-page":"175","DOI":"10.1111\/j.1467-6494.1992.tb00970.x","volume":"60","author":"RR McCrae","year":"1992","unstructured":"McCrae, R. R., & John, O. P. (1992). An introduction to the five-factor model and its applications. Journal of Personality, 60(2), 175\u2013215.","journal-title":"Journal of Personality"},{"key":"9338_CR19","doi-asserted-by":"crossref","unstructured":"Michelson, M., & Macskassy, S. A. (2010). Discovering users\u2019 topics of interest on twitter: A first look. In 4th Workshop on analytics for noisy unstructured text data, pp. 73\u201380. ACM.","DOI":"10.1145\/1871840.1871852"},{"key":"9338_CR20","doi-asserted-by":"crossref","first-page":"231","DOI":"10.1162\/tacl_a_00179","volume":"2","author":"A Moro","year":"2014","unstructured":"Moro, A., Raganato, A., & Navigli, R. (2014). Entity linking meets word sense disambiguation: A unified approach. TACL, 2, 231\u2013244.","journal-title":"TACL"},{"issue":"2","key":"9338_CR21","doi-asserted-by":"publisher","first-page":"10","DOI":"10.1145\/1459352.1459355","volume":"41","author":"R Navigli","year":"2009","unstructured":"Navigli, R. (2009). Word sense disambiguation: A survey. ACM Computing Surveys (CSUR), 41(2), 10.","journal-title":"ACM Computing Surveys (CSUR)"},{"key":"9338_CR22","unstructured":"Odic, A., Tkalcic, M., Tasic, J. F., & Kosir, A. (2013). Personality and social context: Impact on emotion induction from movies. In UMAP workshops."},{"key":"9338_CR23","doi-asserted-by":"crossref","unstructured":"Pennacchiotti, M., Silvestri, F., Vahabi, H., & Venturini, R. (2012). Making your interests follow you on twitter. In CIKM, pp. 165\u2013174.","DOI":"10.1145\/2396761.2396786"},{"key":"9338_CR24","unstructured":"Pennebaker, J. W., Boyd, R. L., Jordan, K., & Blackburn, K. (2015). The development and psychometric properties of liwc2015. Tech. rep., Austin, TX: University of Texas at Austin."},{"key":"9338_CR25","unstructured":"Perrin, A. (2015). Social media usage. Pew Research Center."},{"key":"9338_CR26","doi-asserted-by":"crossref","unstructured":"Raghuram, M., Akshay, K., & Chandrasekaran, K. (2016). Efficient user profiling in twitter social network using traditional classifiers. In Intelligent systems technologies and applications, pp. 399\u2013411.","DOI":"10.1007\/978-3-319-23258-4_35"},{"issue":"2","key":"9338_CR27","doi-asserted-by":"publisher","first-page":"120","DOI":"10.1177\/0305735697252003","volume":"25","author":"D Rawlings","year":"1997","unstructured":"Rawlings, D., & Ciancarelli, V. (1997). Music preference and the five-factor model of the neo personality inventory. Psychology of Music, 25(2), 120\u2013132.","journal-title":"Psychology of Music"},{"issue":"2","key":"9338_CR28","doi-asserted-by":"publisher","first-page":"223","DOI":"10.1111\/j.1467-6494.2010.00662.x","volume":"79","author":"PJ Rentfrow","year":"2011","unstructured":"Rentfrow, P. J., Goldberg, L. R., & Zilca, R. (2011). Listening, watching, and reading: The structure and correlates of entertainment preferences. Journal of Personality, 79(2), 223\u2013258.","journal-title":"Journal of Personality"},{"issue":"6","key":"9338_CR29","doi-asserted-by":"publisher","first-page":"1236","DOI":"10.1037\/0022-3514.84.6.1236","volume":"84","author":"PJ Rentfrow","year":"2003","unstructured":"Rentfrow, P. J., & Gosling, S. D. (2003). The do re mi\u2019s of everyday life: The structure and personality correlates of music preferences. Journal of Personality and Social Psychology, 84(6), 1236.","journal-title":"Journal of Personality and Social Psychology"},{"issue":"9","key":"9338_CR30","doi-asserted-by":"publisher","first-page":"e73,791","DOI":"10.1371\/journal.pone.0073791","volume":"8","author":"HA Schwartz","year":"2013","unstructured":"Schwartz, H. A., Eichstaedt, J. C., Kern, M. L., Dziurzynski, L., Ramones, S. M., Agrawal, M., et al. (2013). Personality, gender, and age in the language of social media: The open-vocabulary approach. PloS One, 8(9), e73,791.","journal-title":"PloS One"},{"issue":"9","key":"9338_CR31","doi-asserted-by":"publisher","first-page":"e73791","DOI":"10.1371\/journal.pone.0073791","volume":"8","author":"HA Schwartz","year":"2013","unstructured":"Schwartz, H. A., Eichstaedt, J. C., Kern, M. L., Dziurzynski, L., Ramones, S. M., Agrawal, M., et al. (2013). Personality, gender, and age in the language of social media: The open-vocabulary approach. PloS One, 8(9), e73791.","journal-title":"PloS One"},{"key":"9338_CR32","doi-asserted-by":"crossref","unstructured":"Spasojevic, N., Yan, J., Rao, A., & Bhattacharyya, P. (2014). LASTA: Large scale topic assignment on multiple social networks. In KDD, pp. 1809\u20131818.","DOI":"10.1145\/2623330.2623350"},{"key":"9338_CR33","doi-asserted-by":"crossref","unstructured":"Sriram, B., Fuhry, D., Demir, E., Ferhatosmanoglu, H., & Demirbas, M. (2010). Short text classification in twitter to improve information filtering. In Proceedings of the 33rd international ACM SIGIR conference on research and development in information retrieval, SIGIR \u201910, pp. 841\u2013842. ACM.","DOI":"10.1145\/1835449.1835643"},{"issue":"1","key":"9338_CR34","doi-asserted-by":"publisher","first-page":"24","DOI":"10.1177\/0261927X09351676","volume":"29","author":"YR Tausczik","year":"2010","unstructured":"Tausczik, Y. R., & Pennebaker, J. W. (2010). The psychological meaning of words: LIWC and computerized text analysis methods. Journal of Language and Social Psychology, 29(1), 24\u201354.","journal-title":"Journal of Language and Social Psychology"},{"issue":"1","key":"9338_CR35","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1037\/h0075959","volume":"41","author":"LL Thurstone","year":"1934","unstructured":"Thurstone, L. L. (1934). The vectors of mind. Psychological Review, 41(1), 1.","journal-title":"Psychological Review"},{"key":"9338_CR36","doi-asserted-by":"crossref","unstructured":"Vu, T., & Perez, V. (2013). Interest mining from user tweets. In CIKM, pp. 1869\u20131872.","DOI":"10.1145\/2505515.2507883"},{"key":"9338_CR37","doi-asserted-by":"crossref","unstructured":"Wang, T., Liu, H., He, J., & Du, X. (2013). Mining user interests from information sharing behaviors in social media. In Advances in knowledge discovery and data mining, pp. 85\u201398.","DOI":"10.1007\/978-3-642-37456-2_8"},{"key":"9338_CR38","doi-asserted-by":"crossref","unstructured":"Wang, X., Liu, H., & Fan, W. (2011). Connecting users with similar interests via tag network inference. In CIKM, pp. 1019\u20131024. ACM.","DOI":"10.1145\/2063576.2063723"},{"key":"9338_CR39","doi-asserted-by":"crossref","unstructured":"Wen, Z., & Lin, C. Y. (2011). Improving user interest inference from social neighbors. In CIKM, pp. 1001\u20131006.","DOI":"10.1145\/2063576.2063720"},{"key":"9338_CR40","doi-asserted-by":"crossref","unstructured":"Weng, J., Lim, E. P., Jiang, J., & He, Q. (2010). TwitterRank: Finding topic-sensitive influential twitterers. In WSDM, pp. 261\u2013270.","DOI":"10.1145\/1718487.1718520"},{"key":"9338_CR41","unstructured":"Witten, I. H., & Milne, D. N. (2008). An effective, low-cost measure of semantic relatedness obtained from wikipedia links."},{"key":"9338_CR42","first-page":"422","volume":"1","author":"Z Xu","year":"2011","unstructured":"Xu, Z., Lu, R., Xiang, L., & Yang, Q. (2011). Discovering user interest on twitter with a modified author-topic model. WI-IAT, 1, 422\u2013429.","journal-title":"WI-IAT"},{"key":"9338_CR43","first-page":"469","volume":"1","author":"F Zarrinkalam","year":"2015","unstructured":"Zarrinkalam, F., Fani, H., Bagheri, E., Kahani, M., & Du, W. (2015). Semantics-enabled user interest detection from twitter. WI-IAT, 1, 469\u2013476.","journal-title":"WI-IAT"}],"container-title":["Information Retrieval Journal"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s10791-018-9338-x.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s10791-018-9338-x\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s10791-018-9338-x.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,1,2]],"date-time":"2024-01-02T14:44:15Z","timestamp":1704206655000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s10791-018-9338-x"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,7,5]]},"references-count":43,"journal-issue":{"issue":"1-2","published-print":{"date-parts":[[2019,4,15]]}},"alternative-id":["9338"],"URL":"https:\/\/doi.org\/10.1007\/s10791-018-9338-x","relation":{},"ISSN":["1386-4564","1573-7659"],"issn-type":[{"type":"print","value":"1386-4564"},{"type":"electronic","value":"1573-7659"}],"subject":[],"published":{"date-parts":[[2018,7,5]]},"assertion":[{"value":"11 November 2017","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"28 June 2018","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"5 July 2018","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"This content has been made available to all.","name":"free","label":"Free to read"}]}}