{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,19]],"date-time":"2026-06-19T07:27:16Z","timestamp":1781854036519,"version":"3.54.5"},"publisher-location":"Cham","reference-count":12,"publisher":"Springer International Publishing","isbn-type":[{"value":"9783319213798","type":"print"},{"value":"9783319213804","type":"electronic"}],"license":[{"start":{"date-parts":[[2015,1,1]],"date-time":"2015-01-01T00:00:00Z","timestamp":1420070400000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2015,1,1]],"date-time":"2015-01-01T00:00:00Z","timestamp":1420070400000},"content-version":"vor","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":[[2015]]},"DOI":"10.1007\/978-3-319-21380-4_108","type":"book-chapter","created":{"date-parts":[[2015,7,20]],"date-time":"2015-07-20T02:15:38Z","timestamp":1437358538000},"page":"639-644","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":31,"title":["Using Structural Topic Modeling to Detect Events and Cluster Twitter Users in the Ukrainian Crisis"],"prefix":"10.1007","author":[{"given":"Alan","family":"Mishler","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Erin Smith","family":"Crabb","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Susannah","family":"Paletz","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Brook","family":"Hefright","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ewa","family":"Golonka","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","reference":[{"key":"108_CR1","doi-asserted-by":"publisher","first-page":"77","DOI":"10.1145\/2133806.2133826","volume":"55","author":"DM Blei","year":"2012","unstructured":"Blei, D.M.: Probabilistic topic models. Commun. ACM 55, 77\u201384 (2012)","journal-title":"Commun. ACM"},{"key":"108_CR2","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1145\/2160165.2160168","volume":"5","author":"D Mimno","year":"2012","unstructured":"Mimno, D.: Computational historiography: data mining in a century of classics journals. J. Comput. Cult. Heritage (JOCCH) 5, 1\u201319 (2012)","journal-title":"J. Comput. Cult. Heritage (JOCCH)"},{"key":"108_CR3","unstructured":"Yang, T.-I., Torget, A.J., Mihalcea, R. Topic modeling on historical newspapers. In: Proceedings of the 5th ACL-HLT Workshop on Language Technology for Cultural Heritage, Social Sciences, and Humanities, pp. 96-104. Association for Computational Linguistics, Portland, Oregon (2011)"},{"key":"108_CR4","doi-asserted-by":"crossref","unstructured":"Hong, L., Davison, B.D.: Empirical study of topic modeling in Twitter. In: Proceedings of the First Workshop on Social Media Analytics, pp. 80\u201388. Association for Computational Linguistics, New York (2010)","DOI":"10.1145\/1964858.1964870"},{"key":"108_CR5","first-page":"993","volume":"3","author":"DM Blei","year":"2003","unstructured":"Blei, D.M., Ng, A.Y., Jordan, M.I.: Latent dirichlet allocation. J. Mach. Learn. Res. 3, 993\u20131022 (2003)","journal-title":"J. Mach. Learn. Res."},{"key":"108_CR6","unstructured":"Roberts, M.E., Stewart, B.M., Airoldi, E.M.: Working Paper (2014). http:\/\/scholar.harvard.edu\/bstewart\/publications . Accessed 24 September 2014"},{"key":"108_CR7","doi-asserted-by":"crossref","unstructured":"Kumar, S., Barbier, G., Abbasi, M.A., Liu, H.: TweetTracker: an analysis tool for humanitarian and disaster relief. In: Proceedings of the International Conference on Weblogs and Social Media, pp. 661\u2013662. AAAI, California (2011)","DOI":"10.1609\/icwsm.v5i1.14079"},{"key":"108_CR8","volume-title":"Twitter Data Analytics","author":"S Kumar","year":"2013","unstructured":"Kumar, S., Morstatter, F., Liu, H.: Twitter Data Analytics. Springer, New York (2013)"},{"key":"108_CR9","unstructured":"Roberts, M.E., Stewart, B.M., Tingley, D.: stm: R Package for Structural Topic Models. Retrieved from The Comprehensive R Network (2014). http:\/\/cran.r-project.org\/web\/packages\/stm\/stm.pdf"},{"key":"108_CR10","unstructured":"New York Times. What Happened to Malaysia Airlines Flight 17. http:\/\/www.nytimes.com\/interactive\/2014\/07\/18\/world\/europe\/malaysia-airlines-flight-mh17-q-a.html?_r=0 Accessed 23 July 2014"},{"key":"108_CR11","unstructured":"Washington Post. A year after Crimean annexation, threat of conflict remains. http:\/\/www.washingtonpost.com\/world\/europe\/a-year-after-crimean-annexation-threat-of-conflict-remains\/2015\/03\/18\/12e252e6-cd6e-11e4-8730-4f473416e759_story.html Accessed 18 March 2015"},{"key":"108_CR12","doi-asserted-by":"crossref","unstructured":"Crabb, E.S., Mishler, A.M., Paletz, S.B., Hefright, B., Golonka, E.: Reading between the lines: a prototype model for detecting Twitter sockpuppet accounts using language-agnostic processes. Communications in Computer and Information Science (CCIS). Springer, New York (2015)","DOI":"10.1007\/978-3-319-21380-4_111"}],"container-title":["Communications in Computer and Information Science","HCI International 2015 - Posters\u2019 Extended Abstracts"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-21380-4_108","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,8,12]],"date-time":"2023-08-12T09:41:15Z","timestamp":1691833275000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-21380-4_108"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015]]},"ISBN":["9783319213798","9783319213804"],"references-count":12,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-21380-4_108","relation":{},"ISSN":["1865-0929","1865-0937"],"issn-type":[{"value":"1865-0929","type":"print"},{"value":"1865-0937","type":"electronic"}],"subject":[],"published":{"date-parts":[[2015]]},"assertion":[{"value":"This content has been made available to all.","name":"free","label":"Free to read"}]}}