{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,25]],"date-time":"2025-06-25T04:11:33Z","timestamp":1750824693422,"version":"3.41.0"},"publisher-location":"Cham","reference-count":27,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319635781"},{"type":"electronic","value":"9783319635798"}],"license":[{"start":{"date-parts":[[2017,1,1]],"date-time":"2017-01-01T00:00:00Z","timestamp":1483228800000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2017]]},"DOI":"10.1007\/978-3-319-63579-8_26","type":"book-chapter","created":{"date-parts":[[2017,8,2]],"date-time":"2017-08-02T05:02:42Z","timestamp":1501650162000},"page":"331-345","source":"Crossref","is-referenced-by-count":5,"title":["Detecting User Occupations on Microblogging Platforms: An Experimental Study"],"prefix":"10.1007","author":[{"given":"Xia","family":"Lv","sequence":"first","affiliation":[]},{"given":"Peiquan","family":"Jin","sequence":"additional","affiliation":[]},{"given":"Lin","family":"Mu","sequence":"additional","affiliation":[]},{"given":"Shouhong","family":"Wan","sequence":"additional","affiliation":[]},{"given":"Lihua","family":"Yue","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2017,8,3]]},"reference":[{"key":"26_CR1","first-page":"275","volume-title":"DEXA 2014, LNCS","author":"L Zheng","year":"2014","unstructured":"Zheng, L., Jin, P., Zhao, J., Yue, L.: A fine-grained approach for extracting events on microblogs. In: Decker, H., Lhotsk\u00e1, L., et al. (eds.) DEXA 2014, LNCS, vol. 8644, pp. 275\u2013283. Springer, Heidelberg (2014)"},{"key":"26_CR2","first-page":"497","volume-title":"APWeb 2016, LNCS","author":"X Lv","year":"2014","unstructured":"Lv, X., Jin, P., Yue, L.: User occupation prediction on microblogs. In: Li, F., Shim, K., et al. (eds.) APWeb 2016, LNCS, vol. 9932, pp. 497\u2013501. Springer, Heidelberg (2014)"},{"key":"26_CR3","doi-asserted-by":"crossref","unstructured":"Mislove, A., Viswanath, B., Gummadi, K., Druschel, P.: You are who you know: inferring user profiles in online social networks. In: Third International Conference on Web Search and Web Data Mining (WSDM), pp. 251\u2013260. ACM, New York (2010)","DOI":"10.1145\/1718487.1718519"},{"key":"26_CR4","doi-asserted-by":"crossref","unstructured":"Rao, D., Yarowsky, D., Shreevats, A., Gupta, M.: Classifying latent user attributes in Twitter. In: 2nd International Workshop on Search and Mining User-Generated Contents, pp. 37\u201344. ACM, Toronto (2010)","DOI":"10.1145\/1871985.1871993"},{"key":"26_CR5","unstructured":"Burger, J., Henderson, J., Kim, G., et al.: Discriminating gender on Twitter. In: 2011 Conference on Empirical Methods in Natural Language Processing, pp. 1301\u20131309. ACL, Stroudsburg, PA, USA (2011)"},{"key":"26_CR6","doi-asserted-by":"crossref","unstructured":"Pennacchiotti, M., Popescu, A.: A machine learning approach to Twitter user classification. In: Fifth International Conference on Weblogs and Social Media, pp. 281\u2013288. The AAAI Press, Barcelona, Catalonia, Spain (2011)","DOI":"10.1609\/icwsm.v5i1.14139"},{"key":"26_CR7","doi-asserted-by":"crossref","unstructured":"Golbeck, J., Robles, C., Turner, K.: Predicting personality with social media. In: CHI 2011 Extended Abstracts on Human Factors in Computing Systems, pp. 253\u2013262. ACM, Vancouver (2011)","DOI":"10.1145\/1979742.1979614"},{"key":"26_CR8","first-page":"2825","volume":"12","author":"F Pedregosa","year":"2011","unstructured":"Pedregosa, F., Varoquaux, G., Gramfort, A., et al.: Scikit-learn: machine learning in Python. J. Mach. Learn. Res. 12, 2825\u20132830 (2011)","journal-title":"J. Mach. Learn. Res."},{"key":"26_CR9","volume-title":"Mining of Massive Datasets","author":"A Rajaraman","year":"2012","unstructured":"Rajaraman, A., Ullman, J.: Mining of Massive Datasets. Cambridge University Press, Cambridge (2012)"},{"key":"26_CR10","doi-asserted-by":"crossref","unstructured":"Zhou, M., Xu, Y., Zhao, X.: Study of feature extract on microblog user occupation classification. In: Fourth International Symposium on Information Science and Engineering, pp. 20\u201323. IEEE CS, Shanghai (2012)","DOI":"10.1109\/ISISE.2012.14"},{"key":"26_CR11","series-title":"LNCS","doi-asserted-by":"publisher","first-page":"166","DOI":"10.1007\/978-3-642-32115-3_19","volume-title":"RSCTC 2012","author":"B Huang","year":"2012","unstructured":"Huang, B., Yang, Y., Mahmood, A., et al.: Microblog topic detection based on LDA model and single-pass clustering. In: Yao, J., et al. (eds.) RSCTC 2012. LNCS, vol. 7413, pp. 166\u2013171. Springer, Heidelberg (2012). doi: 10.1007\/978-3-642-32115-3_19"},{"key":"26_CR12","doi-asserted-by":"crossref","unstructured":"Tinati, R., Carr, L., Hall, W., et al.: Identifying communicator roles in Twitter. In: 21st International Conference on World Wide Web, pp. 1161\u20131168. ACM, Lyon (2012)","DOI":"10.1145\/2187980.2188256"},{"key":"26_CR13","doi-asserted-by":"crossref","unstructured":"Quercia, D., Askham, H., Crowcroft, J.: TweetLDA: supervised topic classification and link prediction in Twitter. In: 4th Annual ACM Web Science Conference, pp. 247\u2013250. ACM, Evanston (2012)","DOI":"10.1145\/2380718.2380750"},{"key":"26_CR14","doi-asserted-by":"crossref","unstructured":"Nguyen, D., Gravel, R., Trieschnigg, D., et al.: How old do you think i am? A study of language and age in Twitter. In: Seventh International AAAI Conference on Weblogs and Social Media, pp. 439\u2013448. The AAAI Press, Cambridge (2013)","DOI":"10.1609\/icwsm.v7i1.14381"},{"issue":"9","key":"26_CR15","doi-asserted-by":"crossref","first-page":"e73791","DOI":"10.1371\/journal.pone.0073791","volume":"8","author":"H Schwartz","year":"2013","unstructured":"Schwartz, H., Eichstaedt, J., Kern, M., et al.: Personality, gender, and age in the language of social media: the open-vocabulary approach. PLoS ONE 8(9), e73791 (2013)","journal-title":"PLoS ONE"},{"issue":"4","key":"26_CR16","first-page":"1","volume":"5","author":"J Zhao","year":"2012","unstructured":"Zhao, J., Li, X., Jin, P.: A time-enhanced topic clustering approach for news web search. Int. J. Database Theory Appl. 5(4), 1\u201310 (2012)","journal-title":"Int. J. Database Theory Appl."},{"key":"26_CR17","doi-asserted-by":"crossref","unstructured":"Yan, X., Guo, J., Lan, Y., et al.: A biterm topic model for short texts. In: 22nd International Conference on World Wide Web, pp. 1445\u20131456. ACM, Rio de Janeiro (2013)","DOI":"10.1145\/2488388.2488514"},{"key":"26_CR18","series-title":"LNCS","doi-asserted-by":"publisher","first-page":"488","DOI":"10.1007\/978-3-319-08010-9_54","volume-title":"WAIM 2014","author":"F Huang","year":"2014","unstructured":"Huang, F., Li, C., Lin, L.: Identifying gender of microblog users based on message mining. In: Li, F., Li, G., et al. (eds.) WAIM 2014. LNCS, vol. 8485, pp. 488\u2013493. Springer, Cham (2014). doi: 10.1007\/978-3-319-08010-9_54"},{"key":"26_CR19","series-title":"LNCS","doi-asserted-by":"publisher","first-page":"510","DOI":"10.1007\/978-3-642-41230-1_45","volume-title":"WISE 2013","author":"Y Li","year":"2014","unstructured":"Li, Y., Liu, T., Liu, H., et al.: Predicting microblog user\u2019s age based on text information. In: Lin, X., Manolopoulos, Y., et al. (eds.) WISE 2013. LNCS, vol. 8180, pp. 510\u2013515. Springer, Berlin, Heidelberg (2014). doi: 10.1007\/978-3-642-41230-1_45"},{"key":"26_CR20","doi-asserted-by":"crossref","unstructured":"Yang, S., Kolcz, A., Schlaikjer, A., et al.: Large-scale high-precision topic modeling on Twitter. In: 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, pp. 1907\u20131916. ACM, New York (2014)","DOI":"10.1145\/2623330.2623336"},{"issue":"1","key":"26_CR21","doi-asserted-by":"crossref","first-page":"51","DOI":"10.1007\/s12652-012-0121-3","volume":"5","author":"X Wu","year":"2014","unstructured":"Wu, X., Wang, J.: Micro-blog in China: identify influential users and automatically classify posts on Sina micro-blog. J. Ambient Intell. Humanized Comput. 5(1), 51\u201363 (2014)","journal-title":"J. Ambient Intell. Humanized Comput."},{"key":"26_CR22","series-title":"LNCS","doi-asserted-by":"publisher","first-page":"83","DOI":"10.1007\/978-3-319-21042-1_7","volume-title":"WAIM 2015","author":"L Chen","year":"2015","unstructured":"Chen, L., Qian, T., Wang, F., et al.: Age detection for Chinese users in Weibo. In: Dong, X., Yu, X., et al. (eds.) WAIM 2015. LNCS, vol. 9098, pp. 83\u201395. Springer, Cham (2015). doi: 10.1007\/978-3-319-21042-1_7"},{"key":"26_CR23","series-title":"CCIS","first-page":"15","volume-title":"CNCSMP 2015","author":"C Tu","year":"2015","unstructured":"Tu, C., Liu, Z., Sun, M.: PRISM: profession identification in social media with personal information and community structure. In: Zhang, X., Sun, M., et al. (eds.) CNCSMP 2015. CCIS, vol. 568, pp. 15\u201327. Springer, Singapore (2015)"},{"issue":"5","key":"26_CR24","doi-asserted-by":"crossref","first-page":"1247","DOI":"10.1007\/s11280-014-0300-6","volume":"18","author":"Y Huang","year":"2015","unstructured":"Huang, Y., Yu, L., Wang, X., et al.: A multi-source integration framework for user occupation inference in social media systems. World Wide Web 18(5), 1247\u20131267 (2015)","journal-title":"World Wide Web"},{"key":"26_CR25","doi-asserted-by":"crossref","unstructured":"Preo\u0163iuc-Pietro, D., Lampos, V., Aletras, N.: An analysis of the user occupational class through Twitter content. In: 53rd Annual Meeting of the Association for Computational Linguistics, pp. 1754\u20131764. ACL, Beijing (2015)","DOI":"10.3115\/v1\/P15-1169"},{"key":"26_CR26","unstructured":"Scikit-Learn. http:\/\/scikit-learn.org\/stable\/ . Accessed 21 Apr 2017"},{"key":"26_CR27","doi-asserted-by":"crossref","unstructured":"Wan, S., Jin, P., Yue, L.: An approach for image retrieval based on visual saliency. In: 2009 International Conference on Image Analysis and Signal Processing, pp. 172\u2013175. IEEE CS, Linhai (2009)","DOI":"10.1109\/IASP.2009.5054642"}],"container-title":["Lecture Notes in Computer Science","Web and Big Data"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-63579-8_26","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,24]],"date-time":"2025-06-24T19:55:50Z","timestamp":1750794950000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-63579-8_26"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017]]},"ISBN":["9783319635781","9783319635798"],"references-count":27,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-63579-8_26","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2017]]}}}