{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T04:28:35Z","timestamp":1750220915281,"version":"3.41.0"},"publisher-location":"Cham","reference-count":21,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319575285"},{"type":"electronic","value":"9783319575292"}],"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":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2017]]},"DOI":"10.1007\/978-3-319-57529-2_53","type":"book-chapter","created":{"date-parts":[[2017,4,22]],"date-time":"2017-04-22T12:28:36Z","timestamp":1492864116000},"page":"683-695","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Unsupervised Embedding for Latent Similarity by Modeling Heterogeneous MOOC Data"],"prefix":"10.1007","author":[{"given":"Zhuoxuan","family":"Jiang","sequence":"first","affiliation":[]},{"given":"Shanshan","family":"Feng","sequence":"additional","affiliation":[]},{"given":"Weizheng","family":"Chen","sequence":"additional","affiliation":[]},{"given":"Guangtao","family":"Wang","sequence":"additional","affiliation":[]},{"given":"Xiaoming","family":"Li","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2017,4,23]]},"reference":[{"key":"53_CR1","unstructured":"Agrawal, A., Venkatraman, J., Leonard, S., Paepcke, A.: YouEDU: Addressing confusion in MOOC discussion forums by recommending instructional video clips. In: EDM, pp. 297\u2013304 (2015)"},{"key":"53_CR2","doi-asserted-by":"crossref","unstructured":"Anderson, A., Huttenlocher, D.P., Kleinberg, J.M., Leskovec, J.: Engaging with massive online courses. In: WWW, pp. 687\u2013698 (2014)","DOI":"10.1145\/2566486.2568042"},{"key":"53_CR3","doi-asserted-by":"crossref","unstructured":"Anderson, A., Huttenlocher, D.P., Kleinberg, J.M., Leskovec, J.: Language independent analysis and classification of discussion threads in coursera MOOC forums. In: IRI, pp. 654\u2013661 (2014)","DOI":"10.1109\/IRI.2014.7051952"},{"key":"53_CR4","unstructured":"Chang, M.W., Ratinov, L.A., Roth, D., Srikumar, V.: Importance of semantic representation: dataless classification. In: AAAI, pp. 830\u2013835 (2008)"},{"key":"53_CR5","first-page":"2493","volume":"12","author":"R Collobert","year":"2011","unstructured":"Collobert, R., Weston, J., Bottou, L., Karlen, M., Kavukcuoglu, K., Kuksa, P.: Natural language processing (almost) from scratch. J. Mach. Learn. Res. 12, 2493\u20132537 (2011)","journal-title":"J. Mach. Learn. Res."},{"key":"53_CR6","doi-asserted-by":"crossref","unstructured":"Djuric, N., Wu, H., Radosavljevic, V., Grbovic, M., Bhamidipati, N.: Hierarchical neural language models for joint representation of streaming documents and their content. In: WWW, pp. 248\u2013255 (2015)","DOI":"10.1145\/2736277.2741643"},{"key":"53_CR7","doi-asserted-by":"crossref","unstructured":"Grover, A., Leskovec, J.: node2vec: Scalable feature learning for networks. In: KDD, pp. 855\u2013864 (2016)","DOI":"10.1145\/2939672.2939754"},{"key":"53_CR8","doi-asserted-by":"crossref","unstructured":"Huang, J., Dasgupta, A., Ghosh, A., Manning, J., Sanders, M.: Superposter behavior in MOOC forums. In: L@S, pp. 117\u2013126 (2014)","DOI":"10.1145\/2556325.2566249"},{"key":"53_CR9","doi-asserted-by":"crossref","unstructured":"Kim, Y.: Convolutional neural networks for sentence classification. In: EMNLP, pp. 1746\u20131751 (2014)","DOI":"10.3115\/v1\/D14-1181"},{"key":"53_CR10","unstructured":"Le, Q.V., Mikolov, T.: Distributed representations of sentences and documents. In: ICML, pp. 1188\u20131196 (2014)"},{"key":"53_CR11","unstructured":"Mesnil, G., Mikolov, T., Ranzato, M., Bengio, Y.: Ensemble of generative and discriminative techniques for sentiment analysis of movie reviews (2014), arXiv preprint arXiv:1412.5335"},{"key":"53_CR12","doi-asserted-by":"crossref","unstructured":"Mikolov, T., Karafit, M., Burget, L., Cernock\u00fd, J., Khudanpur, S.: Recurrent neural network based language model. In: INTERSPEECH, pp. 1045\u20131048 (2010)","DOI":"10.21437\/Interspeech.2010-343"},{"key":"53_CR13","unstructured":"Mikolov, T., Sutskever, I., Chen, K., Corrado, G.S., Dean, J.: Distributed representations of words and phrases and their compositionality. In: NIPS, pp. 3111\u20133119 (2013)"},{"key":"53_CR14","doi-asserted-by":"crossref","unstructured":"Perozzi, B., Al-Rfou\u2019, R., Skiena, S.: Deepwalk: Online learning of social representations. In: KDD, pp. 701\u2013710 (2014)","DOI":"10.1145\/2623330.2623732"},{"key":"53_CR15","doi-asserted-by":"crossref","unstructured":"Ramesh, A., Kumar, S.H., Foulds, J.R., Getoor, L.: Weakly supervised models of aspect-sentiment for online course discussion forums. In: ACL, pp. 74\u201383 (2015)","DOI":"10.3115\/v1\/P15-1008"},{"issue":"5","key":"53_CR16","doi-asserted-by":"publisher","first-page":"513","DOI":"10.1016\/0306-4573(88)90021-0","volume":"24","author":"G Salton","year":"1988","unstructured":"Salton, G., Buckley, C.: Term-weighting approaches in automatic text retrieval. Inf. Process. Manage. 24(5), 513\u2013523 (1988)","journal-title":"Inf. Process. Manage."},{"key":"53_CR17","doi-asserted-by":"crossref","unstructured":"Song, Y., Roth, D.: On dataless hierarchical text classification. In: AAAI, pp. 1579\u20131585 (2014)","DOI":"10.1609\/aaai.v28i1.8938"},{"key":"53_CR18","unstructured":"Tang, J., Qu, M., Mei, Q.: Hierarchical neural language models for joint representation of streaming documents and their content. In: KDD, pp. 1165\u20131174 (2015)"},{"key":"53_CR19","doi-asserted-by":"crossref","unstructured":"Tang, J., Qu, M., Wang, M., Zhang, M., Yan, J., Mei, Q.: Line: large-scale information network embedding. In: WWW, pp. 1067\u20131077 (2015)","DOI":"10.1145\/2736277.2741093"},{"key":"53_CR20","unstructured":"Wen, M., Yang, D., Ros\u00e9, C.P.: Sentiment analysis in MOOC discussion forums: what does it tell us?. In: EDM, pp. 130\u2013137 (2014)"},{"key":"53_CR21","doi-asserted-by":"crossref","unstructured":"Wise, A.F., Cui, Y., Vytasek, J.: Bringing order to chaos in MOOC discussion forums with content-related thread identification. In: LAK, pp. 188\u2013197 (2016)","DOI":"10.1145\/2883851.2883916"}],"container-title":["Lecture Notes in Computer Science","Advances in Knowledge Discovery and Data Mining"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-57529-2_53","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T23:46:09Z","timestamp":1750203969000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-319-57529-2_53"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017]]},"ISBN":["9783319575285","9783319575292"],"references-count":21,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-57529-2_53","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2017]]},"assertion":[{"value":"23 April 2017","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"PAKDD","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Pacific-Asia Conference on Knowledge Discovery and Data Mining","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Jeju","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Korea (Republic of)","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2017","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"23 May 2017","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"26 May 2017","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"21","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"pakdd2017","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/pakdd2017.snu.ac.kr\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}