{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,16]],"date-time":"2025-10-16T10:04:40Z","timestamp":1760609080912,"version":"3.41.0"},"reference-count":73,"publisher":"Springer Science and Business Media LLC","issue":"16","license":[{"start":{"date-parts":[[2018,7,17]],"date-time":"2018-07-17T00:00:00Z","timestamp":1531785600000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61772231","61702217"],"award-info":[{"award-number":["61772231","61702217"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61702216"],"award-info":[{"award-number":["61702216"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100007129","name":"Natural Science Foundation of Shandong Province","doi-asserted-by":"publisher","award":["ZR2017MF025","ZR2017BF001"],"award-info":[{"award-number":["ZR2017MF025","ZR2017BF001"]}],"id":[{"id":"10.13039\/501100007129","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Shandong Provincial Key R&D Program of China","award":["2017CXGC0701"],"award-info":[{"award-number":["2017CXGC0701"]}]},{"name":"Science and Technology Program of University of Jinan","award":["XKY1734"],"award-info":[{"award-number":["XKY1734"]}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Soft Comput"],"published-print":{"date-parts":[[2019,8]]},"DOI":"10.1007\/s00500-018-3391-7","type":"journal-article","created":{"date-parts":[[2018,7,17]],"date-time":"2018-07-17T10:38:56Z","timestamp":1531823936000},"page":"7451-7470","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":12,"title":["Stream-based live public opinion monitoring approach with adaptive probabilistic topic model"],"prefix":"10.1007","volume":"23","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-0135-5423","authenticated-orcid":false,"given":"Kun","family":"Ma","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ziqiang","family":"Yu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ke","family":"Ji","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Bo","family":"Yang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2018,7,17]]},"reference":[{"issue":"3","key":"3391_CR1","doi-asserted-by":"publisher","first-page":"119","DOI":"10.1504\/IJSSC.2017.10010050","volume":"7","author":"A Alomari","year":"2017","unstructured":"Alomari A (2017) Distance impact on quality of video streaming services in cloud environment. Int J Space-Based Situated Comput 7(3):119\u2013128. https:\/\/doi.org\/10.1504\/IJSSC.2017.10010050","journal-title":"Int J Space-Based Situated Comput"},{"issue":"2","key":"3391_CR2","doi-asserted-by":"publisher","first-page":"82","DOI":"10.1504\/IJSSC.2017.10008038","volume":"7","author":"R Arridha","year":"2017","unstructured":"Arridha R, Sukaridhoto S, Pramadihanto D, Funabiki N (2017) Classification extension based on IoT-big data analytic for smart environment monitoring and analytic in real-time system. Int J Space-Based Situated Comput 7(2):82\u201393. https:\/\/doi.org\/10.1504\/IJSSC.2017.10008038","journal-title":"Int J Space-Based Situated Comput"},{"issue":"2","key":"3391_CR3","doi-asserted-by":"publisher","first-page":"204","DOI":"10.1111\/jcc4.12102","volume":"20","author":"N Anstead","year":"2015","unstructured":"Anstead N, O\u2019Loughlin B (2015) Social media analysis and public opinion: the 2010 UK general election. J Comput Med Commun 20(2):204\u2013220","journal-title":"J Comput Med Commun"},{"key":"3391_CR4","doi-asserted-by":"crossref","unstructured":"Badia A, Muezzinoglu T, Nasraoui O (2006) Focused crawling: experiences in a real world project. In: Proceedings of the 15th international conference on world wide web. ACM, pp 1043\u20131044","DOI":"10.1145\/1135777.1136006"},{"key":"3391_CR5","doi-asserted-by":"crossref","unstructured":"Barbosa L, Freire J (2007) An adaptive crawler for locating hidden-web entry points. In: Proceedings of the 16th international conference on world wide web. ACM, pp 441\u2013450","DOI":"10.1145\/1242572.1242632"},{"issue":"10","key":"3391_CR6","doi-asserted-by":"publisher","first-page":"1001","DOI":"10.1016\/j.datak.2009.04.002","volume":"68","author":"S Batsakis","year":"2009","unstructured":"Batsakis S, Petrakis EG, Milios E (2009) Improving the performance of focused web crawlers. Data Knowl Eng 68(10):1001\u20131013","journal-title":"Data Knowl Eng"},{"issue":"1","key":"3391_CR7","doi-asserted-by":"publisher","first-page":"122","DOI":"10.1504\/IJWBC.2013.051298","volume":"9","author":"J Benhardus","year":"2013","unstructured":"Benhardus J, Kalita J (2013) Streaming trend detection in Twitter. Int J Web Based Commun 9(1):122\u2013139","journal-title":"Int J Web Based Commun"},{"issue":"Jan","key":"3391_CR8","first-page":"993","volume":"3","author":"DM Blei","year":"2003","unstructured":"Blei DM, Ng AY, Jordan MI (2003) Latent Dirichlet allocation. J Mach Learn Res 3(Jan):993\u20131022","journal-title":"J Mach Learn Res"},{"issue":"8","key":"3391_CR9","doi-asserted-by":"publisher","first-page":"711","DOI":"10.1002\/spe.587","volume":"34","author":"P Boldi","year":"2004","unstructured":"Boldi P, Codenotti B, Santini M, Vigna S (2004) Ubicrawler: a scalable fully distributed web crawler. Softw Pract Exp 34(8):711\u2013726","journal-title":"Softw Pract Exp"},{"issue":"2","key":"3391_CR10","doi-asserted-by":"publisher","first-page":"233","DOI":"10.1007\/s10994-013-5363-6","volume":"94","author":"A Bordes","year":"2014","unstructured":"Bordes A, Glorot X, Weston J, Bengio Y (2014) A semantic matching energy function for learning with multi-relational data. Mach Learn 94(2):233\u2013259","journal-title":"Mach Learn"},{"key":"3391_CR11","doi-asserted-by":"crossref","unstructured":"Bo\u0161njak M, Oliveira E, Martins J, Mendes Rodrigues E, Sarmento L (2012) Twitterecho: a distributed focused crawler to support open research with twitter data. In: Proceedings of the 21st international conference on world wide web. ACM, pp 1233\u20131240","DOI":"10.1145\/2187980.2188266"},{"issue":"18","key":"3391_CR12","doi-asserted-by":"publisher","first-page":"3825","DOI":"10.1016\/j.comnet.2012.10.007","volume":"56","author":"S Brin","year":"2012","unstructured":"Brin S, Page L (2012) Reprint of: the anatomy of a large-scale hypertextual web search engine. Comput Netw 56(18):3825\u20133833","journal-title":"Comput Netw"},{"key":"3391_CR13","doi-asserted-by":"crossref","unstructured":"Chang PC, Galley M, Manning CD (2008) Optimizing Chinese word segmentation for machine translation performance. In: Proceedings of the 3rd workshop on statistical machine translation. Association for Computational Linguistics, pp 224\u2013232","DOI":"10.3115\/1626394.1626430"},{"issue":"1C7","key":"3391_CR14","doi-asserted-by":"publisher","first-page":"161","DOI":"10.1016\/S0169-7552(98)00108-1","volume":"30","author":"J Cho","year":"1998","unstructured":"Cho J, Garcia-Molina H, Page L (1998) Efficient crawling through URL ordering. Comput Netw ISDN Syst 30(1C7):161\u2013172","journal-title":"Comput Netw ISDN Syst"},{"issue":"5","key":"3391_CR15","first-page":"71","volume":"8","author":"C Cui","year":"2017","unstructured":"Cui C, Shen J, Nie L, Hong R, Ma J (2017) Augmented collaborative filtering for sparseness reduction in personalized POI recommendation. ACM Trans Intell Syst Technol (TIST) 8(5):71","journal-title":"ACM Trans Intell Syst Technol (TIST)"},{"key":"3391_CR16","unstructured":"De Bra P, Houben GJ, Kornatzky Y, Post R (1994) Information retrieval in distributed hypertexts. In: Intelligent multimedia information retrieval systems and management-volume 1. Le Centre de Hautes Etudes Internationales d\u2019Informatique Documentaire, pp 481\u2013491"},{"issue":"7","key":"3391_CR17","doi-asserted-by":"publisher","first-page":"460","DOI":"10.14778\/1988776.1988782","volume":"4","author":"Morales G Francisci De","year":"2011","unstructured":"De Francisci Morales G, Gionis A, Sozio M (2011) Social content matching in mapreduce. Proc VLDB Endow 4(7):460\u2013469","journal-title":"Proc VLDB Endow"},{"key":"3391_CR18","doi-asserted-by":"crossref","unstructured":"Di\u00a0Pietro G, Aliprandi C, De\u00a0Luca AE, Raffaelli M, Soru T (2014) Semantic crawling: an approach based on named entity recognition. In: 2014 IEEE\/ACM international conference on advances in social networks analysis and mining (ASONAM). IEEE, pp 695\u2013699","DOI":"10.1109\/ASONAM.2014.6921661"},{"issue":"2","key":"3391_CR19","doi-asserted-by":"publisher","first-page":"1616","DOI":"10.1109\/TII.2012.2234472","volume":"10","author":"H Dong","year":"2014","unstructured":"Dong H, Hussain FK (2014) Self-adaptive semantic focused crawler for mining services information discovery. IEEE Trans Ind Inf 10(2):1616\u20131626","journal-title":"IEEE Trans Ind Inf"},{"key":"3391_CR20","doi-asserted-by":"crossref","unstructured":"Dong H, Hussain FK, Chang E (2009) State of the art in semantic focused crawlers. In: International conference on computational science and its applications. Springer, pp 910\u2013924","DOI":"10.1007\/978-3-642-02457-3_74"},{"issue":"3","key":"3391_CR21","doi-asserted-by":"publisher","first-page":"279","DOI":"10.1504\/IJCSM.2017.085729","volume":"8","author":"M Fang","year":"2017","unstructured":"Fang M, Lu Q (2017) Study on clustering of micro-blog business enterprise users reputation based on web crawler. Int J Comput Sci Math 8(3):279\u2013290","journal-title":"Int J Comput Sci Math"},{"issue":"2","key":"3391_CR22","doi-asserted-by":"publisher","first-page":"959","DOI":"10.1007\/s10586-017-0887-3","volume":"20","author":"W Gao","year":"2017","unstructured":"Gao W, Farahani MR, Aslam A, Hosamani S (2017) Distance learning techniques for ontology similarity measuring and ontology mapping. Clust Comput 20(2):959\u2013968","journal-title":"Clust Comput"},{"issue":"4","key":"3391_CR23","doi-asserted-by":"publisher","first-page":"221","DOI":"10.1109\/TII.2006.885186","volume":"2","author":"HL Goh","year":"2006","unstructured":"Goh HL, Tan KK, Huang S, de Silva CW (2006) Development of bluewave: a wireless protocol for industrial automation. IEEE Trans Ind Inf 2(4):221\u2013230","journal-title":"IEEE Trans Ind Inf"},{"key":"3391_CR24","unstructured":"Guo X (2016) Shandong public opinion monitoring system. http:\/\/news.e23.cn\/content\/2016-09-05\/2016090500499.html"},{"key":"3391_CR25","doi-asserted-by":"crossref","unstructured":"Guo K, Shi L, Ye W, Li X (2014) A survey of internet public opinion mining. In: 2014 International conference on progress in informatics and computing (PIC). IEEE, pp 173\u2013179","DOI":"10.1109\/PIC.2014.6972319"},{"key":"3391_CR26","doi-asserted-by":"crossref","unstructured":"Guo J, Fan Y, Ai Q, Croft WB (2016) A deep relevance matching model for ad-hoc retrieval. In: Proceedings of the 25th ACM international on conference on information and knowledge management. ACM, pp 55\u201364","DOI":"10.1145\/2983323.2983769"},{"issue":"9","key":"3391_CR27","doi-asserted-by":"publisher","first-page":"2242","DOI":"10.1109\/TIFS.2017.2704906","volume":"12","author":"X Han","year":"2017","unstructured":"Han X, Wang L, Cui C, Ma J, Zhang S (2017) Linking multiple online identities in criminal investigations: A spectral co-clustering framework. IEEE Trans Inf Forensics Secur 12(9):2242\u20132255","journal-title":"IEEE Trans Inf Forensics Secur"},{"key":"3391_CR28","doi-asserted-by":"crossref","unstructured":"Haveliwala TH (2002) Topic-sensitive pagerank. In: Proceedings of the 11th international conference on world wide web. ACM, pp 517\u2013526","DOI":"10.1145\/511446.511513"},{"key":"3391_CR29","doi-asserted-by":"publisher","first-page":"596","DOI":"10.1016\/j.neucom.2015.04.029","volume":"167","author":"B Huang","year":"2015","unstructured":"Huang B, Yu G (2015) Research and application of public opinion retrieval based on user behavior modeling. Neurocomputing 167:596\u2013603","journal-title":"Neurocomputing"},{"key":"3391_CR30","doi-asserted-by":"crossref","unstructured":"Kononenko O, Baysal O, Holmes R, Godfrey MW (2014) Mining modern repositories with elasticsearch. In: Proceedings of the 11th working conference on mining software repositories. ACM, pp 328\u2013331","DOI":"10.1145\/2597073.2597091"},{"key":"3391_CR31","volume-title":"Content analysis: an introduction to its methodology","author":"K Krippendorff","year":"2012","unstructured":"Krippendorff K (2012) Content analysis: an introduction to its methodology. Sage, Beverley Hills"},{"key":"3391_CR32","unstructured":"Kwak H, Lee C, Park H, Moon S (2010) What is Twitter, a social network or a news media? In: Proceedings of the 19th international conference on world wide web. ACM, pp 591\u2013600"},{"key":"3391_CR33","doi-asserted-by":"publisher","first-page":"479","DOI":"10.1016\/j.chb.2016.09.007","volume":"65","author":"MJ Lee","year":"2016","unstructured":"Lee MJ, Chun JW (2016) Reading others comments and public opinion poll results on social media: social judgment and spiral of empowerment. Comput Hum Behav 65:479\u2013487","journal-title":"Comput Hum Behav"},{"issue":"3","key":"3391_CR34","first-page":"26","volume":"2","author":"Z Liu","year":"2011","unstructured":"Liu Z, Zhang Y, Chang EY, Sun M (2011) Plda+: parallel latent Dirichlet allocation with data placement and pipeline processing. ACM Trans Intell Syst Technol (TIST) 2(3):26","journal-title":"ACM Trans Intell Syst Technol (TIST)"},{"issue":"4","key":"3391_CR35","first-page":"359","volume":"8","author":"K Ma","year":"2014","unstructured":"Ma K, Tang Z (2014) An online social mutual help architecture for multi-tenant mobile clouds. Int J Intell Inf Database Syst 8(4):359\u2013374","journal-title":"Int J Intell Inf Database Syst"},{"issue":"2","key":"3391_CR36","first-page":"25","volume":"9","author":"K Ma","year":"2012","unstructured":"Ma K, Yang B, Abraham A (2012) A template-based model transformation approach for deriving multi-tenant SaaS applications. Acta Polytech Hung 9(2):25\u201341","journal-title":"Acta Polytech Hung"},{"issue":"2","key":"3391_CR37","first-page":"72","volume":"36","author":"K Ma","year":"2014","unstructured":"Ma K, Dong F, Yang B (2014) Incremental object matching approach of schema-free data with mapreduce. Int J Comput Appl 36(2):72\u201377","journal-title":"Int J Comput Appl"},{"issue":"11","key":"3391_CR38","doi-asserted-by":"publisher","first-page":"3187","DOI":"10.1093\/comjnl\/bxv052","volume":"58","author":"K Ma","year":"2015","unstructured":"Ma K, Dong F, Yang B (2015) Large-scale schema-free data deduplication approach with adaptive sliding window using mapreduce. Comput J 58(11):3187\u20133201","journal-title":"Comput J"},{"key":"3391_CR39","first-page":"534","volume":"9659","author":"K Ma","year":"2016","unstructured":"Ma K, Tang Z, Zhong J, Yang B (2016) LPSMon: a stream-based live public sentiment monitoring system. Lect Notes Comput Sci 9659:534\u2013536","journal-title":"Lect Notes Comput Sci"},{"key":"3391_CR40","doi-asserted-by":"crossref","unstructured":"Ma K, Yu Z, Ji K, Yang B (2017) Stream-based live probabilistic topic computing and matching. In: International conference on algorithms and architectures for parallel processing. Springer, pp 397\u2013406","DOI":"10.1007\/978-3-319-65482-9_27"},{"key":"3391_CR41","doi-asserted-by":"crossref","unstructured":"Manning CD, Surdeanu M, Bauer J, Finkel JR, Bethard S, McClosky D (2014) The Stanford CoreNLP natural language processing toolkit. In: ACL (System Demonstrations), pp 55\u201360","DOI":"10.3115\/v1\/P14-5010"},{"issue":"2","key":"3391_CR42","doi-asserted-by":"publisher","first-page":"258","DOI":"10.1111\/j.1460-2466.2008.00384.x","volume":"58","author":"J Matthes","year":"2008","unstructured":"Matthes J, Kohring M (2008) The content analysis of media frames: toward improving reliability and validity. J Commun 58(2):258\u2013279","journal-title":"J Commun"},{"key":"3391_CR43","volume-title":"Lucene in action: covers apache Lucene 3.0","author":"M McCandless","year":"2010","unstructured":"McCandless M, Hatcher E, Gospodnetic O (2010) Lucene in action: covers apache Lucene 3.0. Manning Publications Co., Shelter Island"},{"key":"3391_CR44","unstructured":"Media\u00a0co LTD SS (2018) Shandong Shunwang official website. http:\/\/www.e23.cn"},{"key":"3391_CR45","volume-title":"Textrank: bringing order into texts","author":"R Mihalcea","year":"2004","unstructured":"Mihalcea R, Tarau P (2004) Textrank: bringing order into texts. Association for Computational Linguistics, Berlin"},{"key":"3391_CR46","unstructured":"Mikolov T, Sutskever I, Chen K, Corrado GS, Dean J (2013a) Distributed representations of words and phrases and their compositionality. In: Advances in neural information processing systems, pp 3111\u20133119"},{"key":"3391_CR47","first-page":"746","volume":"13","author":"T Mikolov","year":"2013","unstructured":"Mikolov T, Wt Y, Zweig G (2013b) Linguistic regularities in continuous space word representations. HLT-NAACL 13:746\u2013751","journal-title":"HLT-NAACL"},{"key":"3391_CR48","doi-asserted-by":"crossref","unstructured":"Miyoshi T, Nakagami Y (2007) Sentiment classification of customer reviews on electric products. In: 2007 IEEE international conference on systems, man and cybernetics. IEEE, pp 2028\u20132033","DOI":"10.1109\/ICSMC.2007.4414175"},{"issue":"122\u2013129","key":"3391_CR49","first-page":"1","volume":"11","author":"B O\u2019Connor","year":"2010","unstructured":"O\u2019Connor B, Balasubramanyan R, Routledge BR, Smith NA et al (2010) From tweets to polls: linking text sentiment to public opinion time series. ICWSM 11(122\u2013129):1\u20132","journal-title":"ICWSM"},{"key":"3391_CR50","unstructured":"Petrovi\u0107 S, Osborne M, Lavrenko V (2010) Streaming first story detection with application to Twitter. In: Human language technologies: the 2010 annual conference of the North American chapter of the association for computational linguistics. Association for Computational Linguistics, pp 181\u2013189"},{"key":"3391_CR51","unstructured":"Phan XH, Nguyen CT (2007) Gibbslda++: Ac\/c++ implementation of latent Dirichlet allocation (LDA)"},{"key":"3391_CR52","doi-asserted-by":"crossref","unstructured":"Phan XH, Nguyen LM, Horiguchi S (2008) Learning to classify short and sparse text and web with hidden topics from large-scale data collections. In: Proceedings of the 17th international conference on world wide web. ACM, pp 91\u2013100","DOI":"10.1145\/1367497.1367510"},{"key":"3391_CR53","doi-asserted-by":"crossref","unstructured":"Qian R, Zhang K, Zhao G (2013) A topic-specific web crawler based on content and structure mining. In: 2013 3rd international conference on computer science and network technology (ICCSNT). IEEE, pp 458\u2013461","DOI":"10.1109\/ICCSNT.2013.6967153"},{"key":"3391_CR54","first-page":"1199","volume":"9","author":"G Qiu","year":"2009","unstructured":"Qiu G, Liu B, Bu J, Chen C (2009) Expanding domain sentiment lexicon through double propagation. IJCAI 9:1199\u20131204","journal-title":"IJCAI"},{"issue":"10","key":"3391_CR55","first-page":"032","volume":"5","author":"M Ramos","year":"2015","unstructured":"Ramos M, Shao J, Reis SD, Anteneodo C, Andrade JS, Havlin S, Makse HA (2015) How does public opinion become extreme? Sci Rep 5(10):032","journal-title":"Sci Rep"},{"issue":"3","key":"3391_CR56","doi-asserted-by":"publisher","first-page":"165","DOI":"10.1504\/IJSSC.2016.080283","volume":"6","author":"H Sakaji","year":"2016","unstructured":"Sakaji H, Ishibuchi J, Sakai H (2016) Extraction of polarity comments from Nico Nico Douga. Int J Space-Based Situated Comput 6(3):165\u2013172. https:\/\/doi.org\/10.1504\/IJSSC.2016.080283","journal-title":"Int J Space-Based Situated Comput"},{"key":"3391_CR57","doi-asserted-by":"crossref","unstructured":"Shahi D (2015) Apache Solr: an introduction. In: Apache Solr. Springer, pp 1\u20139","DOI":"10.1007\/978-1-4842-1070-3_1"},{"key":"3391_CR58","doi-asserted-by":"crossref","unstructured":"Socher R, Perelygin A, Wu JY, Chuang J, Manning CD, Ng AY, Potts C (2013) Recursive deep models for semantic compositionality over a sentiment treebank. In: Proceedings of the conference on empirical methods in natural language processing (EMNLP), vol 1631, Citeseer, p 1642","DOI":"10.18653\/v1\/D13-1170"},{"key":"3391_CR59","doi-asserted-by":"crossref","unstructured":"Su C, Gao Y, Yang J, Luo B (2005) An efficient adaptive focused crawler based on ontology learning. In: 5th International conference on hybrid intelligent systems (HIS\u201905). IEEE, p 6","DOI":"10.1109\/ICHIS.2005.19"},{"key":"3391_CR60","first-page":"1","volume":"20","author":"LYF Su","year":"2016","unstructured":"Su LYF, Cacciatore MA, Liang X, Brossard D, Scheufele DA, Xenos MA (2016) Analyzing public sentiments online: combining human-and computer-based content analysis. Inf Commun Soc 20:1\u201322","journal-title":"Inf Commun Soc"},{"issue":"4","key":"3391_CR61","doi-asserted-by":"publisher","first-page":"237","DOI":"10.14257\/ijdta.2014.7.4.19","volume":"7","author":"Z Tang","year":"2014","unstructured":"Tang Z, Ma K (2014) Rsscube: a content syndication and recommendation architecture. Int J Database Theory Appl 7(4):237\u2013248","journal-title":"Int J Database Theory Appl"},{"key":"3391_CR62","first-page":"1","volume":"127","author":"N Tsirakis","year":"2016","unstructured":"Tsirakis N, Poulopoulos V, Tsantilas P, Varlamis I (2016) Large scale opinion mining for social, news and blog data. J Syst Softw 127:1\u201312","journal-title":"J Syst Softw"},{"key":"3391_CR63","doi-asserted-by":"crossref","unstructured":"Vuurens JB, de\u00a0Vries AP (2016) First story detection using multiple nearest neighbors. In: Proceedings of the 39th international ACM SIGIR conference on research and development in information retrieval. ACM, pp 845\u2013848","DOI":"10.1145\/2911451.2914761"},{"key":"3391_CR64","doi-asserted-by":"crossref","unstructured":"Wang Y, Bai H, Stanton M, Chen WY, Chang EY (2009) Plda: parallel latent Dirichlet allocation for large-scale applications. In: International conference on algorithmic applications in management. Springer, pp 301\u2013314","DOI":"10.1007\/978-3-642-02158-9_26"},{"issue":"4","key":"3391_CR65","first-page":"47","volume":"6","author":"Y Wang","year":"2015","unstructured":"Wang Y, Zhao X, Sun Z, Yan H, Wang L, Jin Z, Wang L, Gao Y, Law C, Zeng J (2015) Peacock: learning long-tail topic features for industrial applications. ACM Trans Intell Syst Technol (TIST) 6(4):47","journal-title":"ACM Trans Intell Syst Technol (TIST)"},{"issue":"3","key":"3391_CR66","doi-asserted-by":"publisher","first-page":"13","DOI":"10.1145\/1361684.1361686","volume":"26","author":"HC Wu","year":"2008","unstructured":"Wu HC, Luk RWP, Wong KF, Kwok KL (2008) Interpreting TF-IDF term weights as making relevance decisions. ACM Trans Inf Syst (TOIS) 26(3):13","journal-title":"ACM Trans Inf Syst (TOIS)"},{"issue":"2","key":"3391_CR67","doi-asserted-by":"publisher","first-page":"25","DOI":"10.1145\/3057270","volume":"50","author":"A Yadollahi","year":"2017","unstructured":"Yadollahi A, Shahraki AG, Zaiane OR (2017) Current state of text sentiment analysis from opinion to emotion mining. ACM Comput Surv (CSUR) 50(2):25","journal-title":"ACM Comput Surv (CSUR)"},{"issue":"2","key":"3391_CR68","doi-asserted-by":"publisher","first-page":"97","DOI":"10.1504\/IJGUC.2018.1001279","volume":"9","author":"X Yu","year":"2018","unstructured":"Yu X, Wang H, Zheng X (2018) Mining top-k approximate closed patterns in an imprecise database. Int J Grid Utility Comput 9(2):97\u2013107. https:\/\/doi.org\/10.1504\/IJGUC.2018.1001279","journal-title":"Int J Grid Utility Comput"},{"key":"3391_CR69","doi-asserted-by":"crossref","unstructured":"Yuan J, Gao F, Ho Q, Dai W, Wei J, Zheng X, Xing EP, Liu TY, Ma WY (2015) Lightlda: big topic models on modest computer clusters. In: Proceedings of the 24th international conference on world wide web. ACM, pp 1351\u20131361","DOI":"10.1145\/2736277.2741115"},{"issue":"8","key":"3391_CR70","doi-asserted-by":"publisher","first-page":"9139","DOI":"10.1016\/j.eswa.2011.01.047","volume":"38","author":"Z Zhai","year":"2011","unstructured":"Zhai Z, Xu H, Kang B, Jia P (2011) Exploiting effective features for Chinese sentiment classification. Expert Syst Appl 38(8):9139\u20139146","journal-title":"Expert Syst Appl"},{"key":"3391_CR71","doi-asserted-by":"crossref","unstructured":"Zhang M, Chakrabarti K (2013) Infogather+: semantic matching and annotation of numeric and time-varying attributes in web tables. In: Proceedings of the 2013 ACM SIGMOD international conference on management of data. ACM, pp 145\u2013156","DOI":"10.1145\/2463676.2465276"},{"issue":"4","key":"3391_CR72","doi-asserted-by":"publisher","first-page":"1857","DOI":"10.1016\/j.eswa.2014.09.011","volume":"42","author":"D Zhang","year":"2015","unstructured":"Zhang D, Xu H, Su Z, Xu Y (2015) Chinese comments sentiment classification based on word2vec and SVMperf. Expert Syst Appl 42(4):1857\u20131863","journal-title":"Expert Syst Appl"},{"issue":"23","key":"3391_CR73","doi-asserted-by":"publisher","first-page":"4512","DOI":"10.1016\/j.ins.2008.07.030","volume":"178","author":"HT Zheng","year":"2008","unstructured":"Zheng HT, Kang BY, Kim HG (2008) An ontology-based approach to learnable focused crawling. Inf Sci 178(23):4512\u20134522","journal-title":"Inf Sci"}],"container-title":["Soft Computing"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s00500-018-3391-7.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s00500-018-3391-7\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s00500-018-3391-7.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,7,5]],"date-time":"2025-07-05T21:17:58Z","timestamp":1751750278000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s00500-018-3391-7"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,7,17]]},"references-count":73,"journal-issue":{"issue":"16","published-print":{"date-parts":[[2019,8]]}},"alternative-id":["3391"],"URL":"https:\/\/doi.org\/10.1007\/s00500-018-3391-7","relation":{},"ISSN":["1432-7643","1433-7479"],"issn-type":[{"type":"print","value":"1432-7643"},{"type":"electronic","value":"1433-7479"}],"subject":[],"published":{"date-parts":[[2018,7,17]]},"assertion":[{"value":"17 July 2018","order":1,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Compliance with ethical standards"}},{"value":"The authors declare that they have no conflict of interest.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Conflict of interest"}}]}}