{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,23]],"date-time":"2026-02-23T06:50:22Z","timestamp":1771829422425,"version":"3.50.1"},"reference-count":57,"publisher":"Springer Science and Business Media LLC","issue":"2","license":[{"start":{"date-parts":[[2021,5,27]],"date-time":"2021-05-27T00:00:00Z","timestamp":1622073600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2021,5,27]],"date-time":"2021-05-27T00:00:00Z","timestamp":1622073600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Appl Intell"],"published-print":{"date-parts":[[2022,1]]},"DOI":"10.1007\/s10489-020-02178-1","type":"journal-article","created":{"date-parts":[[2021,5,27]],"date-time":"2021-05-27T20:03:32Z","timestamp":1622145812000},"page":"1686-1702","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":10,"title":["Microblog summarization using self-adaptive multi-objective binary differential evolution"],"prefix":"10.1007","volume":"52","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-2421-1457","authenticated-orcid":false,"given":"Naveen","family":"Saini","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Sriparna","family":"Saha","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Pushpak","family":"Bhattacharyya","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2021,5,27]]},"reference":[{"key":"2178_CR1","doi-asserted-by":"crossref","unstructured":"Alguliev RM, Aliguliyev RM, Isazade NR (2012) Desamc+ docsum: Differential evolution with self-adaptive mutation and crossover parameters for multi-document summarization. Knowl-Based Syst 36:21\u201338","DOI":"10.1016\/j.knosys.2012.05.017"},{"key":"2178_CR2","doi-asserted-by":"crossref","unstructured":"Ali SM, Noorian Z, Bagheri E, Ding C, Al-Obeidat F (2020) Topic and sentiment aware microblog summarization for twitter. J Intell Inf Syst 54(1):129\u2013156","DOI":"10.1007\/s10844-018-0521-8"},{"key":"2178_CR3","doi-asserted-by":"crossref","unstructured":"Amato F, Castiglione A, Moscato V, Picariello A, Sperl\u00ec G (2018) Multimedia summarization using social media content. Multimed Tools Appl 77(14):17,803\u201317,827","DOI":"10.1007\/s11042-017-5556-2"},{"key":"2178_CR4","unstructured":"Blei DM, Ng AY, Jordan MI (2003) Latent dirichlet allocation. J Mach Learn Res 3(Jan):993\u20131022"},{"key":"2178_CR5","doi-asserted-by":"crossref","unstructured":"Cameron MA, Power R, Robinson B, Yin J (2012) Emergency situation awareness from twitter for crisis management. In: Proceedings of the 21st International Conference on World Wide Web. ACM, pp 695\u2013698","DOI":"10.1145\/2187980.2188183"},{"key":"2178_CR6","doi-asserted-by":"crossref","unstructured":"Das S, Suganthan PN (2011) Differential evolution: A survey of the state-of-the-art. IEEE Trans Evol Comput 15(1):4\u201331","DOI":"10.1109\/TEVC.2010.2059031"},{"key":"2178_CR7","doi-asserted-by":"crossref","unstructured":"Deb K, Pratap A, Agarwal S, Meyarivan T (2002) A fast and elitist multiobjective genetic algorithm: Nsga-ii. IEEE Trans Evol Comput 6(2):182\u2013197","DOI":"10.1109\/4235.996017"},{"key":"2178_CR8","doi-asserted-by":"crossref","unstructured":"Dong R, Li L, Zhang Q, Cai G (2018) Information diffusion on social media during natural disasters. IEEE Transactions on Comput Soc Syst 5(1):265\u2013276","DOI":"10.1109\/TCSS.2017.2786545"},{"key":"2178_CR9","doi-asserted-by":"crossref","unstructured":"Dutta S, Chandra V, Mehra K, Das AK, Chakraborty T, Ghosh S (2018) Ensemble algorithms for microblog summarization. IEEE Intelligent Systems 33(3):4\u201314","DOI":"10.1109\/MIS.2018.033001411"},{"key":"2178_CR10","doi-asserted-by":"crossref","unstructured":"Dutta S, Chandra V, Mehra K, Ghatak S, Das AK, Ghosh S (2019) Summarizing microblogs during emergency events: A comparison of extractive summarization algorithms. In: Emerging Technologies in Data Mining and Information Security. Springer, pp 859\u2013872","DOI":"10.1007\/978-981-13-1498-8_76"},{"key":"2178_CR11","doi-asserted-by":"crossref","unstructured":"Erkan G, Radev DR (2004) Lexrank: Graph-based lexical centrality as salience in text summarization. J Artif Intell Res 22:457\u2013479","DOI":"10.1613\/jair.1523"},{"key":"2178_CR12","doi-asserted-by":"crossref","unstructured":"Garg N, Favre B, Reidhammer K, Hakkani-T\u00fcr D (2009) Clusterrank: a graph based method for meeting summarization. In: Tenth Annual Conference of the International Speech Communication Association","DOI":"10.21437\/Interspeech.2009-456"},{"key":"2178_CR13","doi-asserted-by":"publisher","unstructured":"Geng X, Zhang Y, Jiao Y, Mei Y (2019) A novel hybrid clustering algorithm for topic detection on chinese microblogging. IEEE Transactions on Computational Social Systems pp 1\u201312, https:\/\/doi.org\/10.1109\/TCSS.2019.2897641","DOI":"10.1109\/TCSS.2019.2897641"},{"key":"2178_CR14","unstructured":"He Z, Chen C, Bu J, Wang C, Zhang L, Cai D, He X (2012) Document summarization based on data reconstruction. In: AAAI"},{"key":"2178_CR15","doi-asserted-by":"crossref","unstructured":"Huang TCK, Chen YL, Chang TH (2015) A novel summarization technique for the support of resolving multi-criteria decision making problems. Decis Support Syst 79:109\u2013124","DOI":"10.1016\/j.dss.2015.08.004"},{"key":"2178_CR16","doi-asserted-by":"crossref","unstructured":"Imran M, Castillo C, Lucas J, Meier P, Vieweg S (2014) Aidr: Artificial intelligence for disaster response. In: Proceedings of the 23rd International Conference on World Wide Web. ACM, pp 159\u2013162","DOI":"10.1145\/2567948.2577034"},{"key":"2178_CR17","doi-asserted-by":"crossref","unstructured":"Imran M, Castillo C, Diaz F, Vieweg S (2015) Processing social media messages in mass emergency: A survey. ACM Comput Surv (CSUR) 47(4):67","DOI":"10.1145\/2771588"},{"key":"2178_CR18","doi-asserted-by":"crossref","unstructured":"Jiang S, Yang S, Wang Y, Liu X (2018) Scalarizing functions in decomposition-based multiobjective evolutionary algorithms. IEEE Trans Evol Comput 22(2):296\u2013313","DOI":"10.1109\/TEVC.2017.2707980"},{"key":"2178_CR19","doi-asserted-by":"crossref","unstructured":"Kang Q, Song X, Zhou M, Li L (2018) A collaborative resource allocation strategy for decomposition-based multiobjective evolutionary algorithms. IEEE Trans Syst Man Cybern Syst 49(12):2416\u20132423","DOI":"10.1109\/TSMC.2018.2818175"},{"key":"2178_CR20","doi-asserted-by":"crossref","unstructured":"Kohonen T (1998) The self-organizing map. Neurocomputing 21(1):1\u20136","DOI":"10.1016\/S0925-2312(98)00030-7"},{"key":"2178_CR21","unstructured":"Kusner M, Sun Y, Kolkin N, Weinberger K (2015) From word embeddings to document distances. In: International Conference on Machine Learning, pp 957\u2013966"},{"key":"2178_CR22","doi-asserted-by":"crossref","unstructured":"Liang G, He W, Xu C, Chen L, Zeng J (2015) Rumor identification in microblogging systems based on users behavior. IEEE Trans Comput Soc Syst 2(3):99\u2013108","DOI":"10.1109\/TCSS.2016.2517458"},{"key":"2178_CR23","doi-asserted-by":"crossref","unstructured":"Lu Y, Zhou J, Qin H, Li Y, Zhang Y (2010) An adaptive hybrid differential evolution algorithm for dynamic economic dispatch with valve-point effects. Expert Syst Appl 37(7):4842\u20134849","DOI":"10.1016\/j.eswa.2009.12.031"},{"key":"2178_CR24","doi-asserted-by":"crossref","unstructured":"Luhn HP (1958) The automatic creation of literature abstracts. IBM J Res Dev 2(2):159\u2013165","DOI":"10.1147\/rd.22.0159"},{"key":"2178_CR25","doi-asserted-by":"crossref","unstructured":"Madisetty S, Desarkar MS (2018) A neural network-based ensemble approach for spam detection in twitter. IEEE Trans Comput Soc Syst 5(4):973\u2013984","DOI":"10.1109\/TCSS.2018.2878852"},{"key":"2178_CR26","doi-asserted-by":"crossref","unstructured":"Mallipeddi R, Suganthan PN, Pan QK, Tasgetiren MF (2011) Differential evolution algorithm with ensemble of parameters and mutation strategies. Appl Soft Comput 11(2):1679\u20131696","DOI":"10.1016\/j.asoc.2010.04.024"},{"key":"2178_CR27","unstructured":"Mikolov T, Chen K, Corrado G, Dean J (2013) Efficient estimation of word representations in vector space. arXiv:13013781"},{"key":"2178_CR28","doi-asserted-by":"crossref","unstructured":"Mishra S, Mondal S, Saha S, Coello CAC (2018) Gbos: Generalized best order sort algorithm for non-dominated sorting. Swarm Evol Comput 43:244\u2013264","DOI":"10.1016\/j.swevo.2018.06.003"},{"key":"2178_CR29","unstructured":"Nenkova A, Vanderwende L (2005) The impact of frequency on summarization. Microsoft Research. Redmond, Washington, Tech Rep MSR-TR-2005 101"},{"key":"2178_CR30","doi-asserted-by":"crossref","unstructured":"Qian X, Li M, Ren Y, Jiang S (2019) Social media based event summarization by user\u2013text\u2013image co-clustering. Knowl-Based Syst 164:107\u2013121","DOI":"10.1016\/j.knosys.2018.10.028"},{"key":"2178_CR31","doi-asserted-by":"crossref","unstructured":"Qu Y, Huang C, Zhang P, Zhang J (2011) Microblogging after a major disaster in china: a case study of the 2010 yushu earthquake. In: Proceedings of the ACM 2011 conference on Computer supported cooperative work. ACM, pp 25\u201334","DOI":"10.1145\/1958824.1958830"},{"key":"2178_CR32","doi-asserted-by":"crossref","unstructured":"Radev DR, Jing H, Sty\u015b M, Tam D (2004) Centroid-based summarization of multiple documents. Inf Process Manag 40(6):919\u2013938","DOI":"10.1016\/j.ipm.2003.10.006"},{"key":"2178_CR33","doi-asserted-by":"crossref","unstructured":"Robertson S, Zaragoza H, et al (2009) The probabilistic relevance framework: Bm25 and beyond. Found Trends\u00ae; Inf Retr 3(4):333\u2013389","DOI":"10.1561\/1500000019"},{"key":"2178_CR34","unstructured":"Roussinov D, Chen H (1998) A scalable self-organizing map algorithm for textual classification: A neural network approach to thesaurus generation. Commun Cogn Artif Intell 15(1-2):81\u2013111"},{"key":"2178_CR35","doi-asserted-by":"crossref","unstructured":"Rudra K, Ghosh S, Ganguly N, Goyal P, Ghosh S (2015) Extracting situational information from microblogs during disaster events: a classification-summarization approach. In: Proceedings of the 24th ACM International on Conference on Information and Knowledge Management. ACM, pp 583\u2013592","DOI":"10.1145\/2806416.2806485"},{"key":"2178_CR36","doi-asserted-by":"crossref","unstructured":"Rudra K, Ganguly N, Goyal P, Ghosh S (2018a) Extracting and summarizing situational information from the twitter social media during disasters. ACM Trans Web (TWEB) 12(3):17","DOI":"10.1145\/3178541"},{"key":"2178_CR37","doi-asserted-by":"crossref","unstructured":"Rudra K, Goyal P, Ganguly N, Mitra P, Imran M (2018b) Identifying sub-events and summarizing disaster-related information from microblogs. In: The 41st International ACM SIGIR Conference on Research & Development in Information Retrieval. ACM, pp 265\u2013274","DOI":"10.1145\/3209978.3210030"},{"key":"2178_CR38","doi-asserted-by":"crossref","unstructured":"Rudra K, Sharma A, Ganguly N, Ghosh S (2018c) Characterizing and countering communal microblogs during disaster events. IEEE Trans Comput Soc Syst 5(2):403\u2013417","DOI":"10.1109\/TCSS.2018.2802942"},{"key":"2178_CR39","doi-asserted-by":"crossref","unstructured":"Saini N, Saha S, Bhattacharyya P (2019a) Automatic scientific document clustering using self-organized multi-objective differential evolution. Cogn Comput 11(2):271\u2013293","DOI":"10.1007\/s12559-018-9611-8"},{"key":"2178_CR40","doi-asserted-by":"crossref","unstructured":"Saini N, Saha S, Bhattacharyya P (2019b) Multiobjective-based approach for microblog summarization. IEEE Trans Comput Soc Syst 6(6):1219\u20131231","DOI":"10.1109\/TCSS.2019.2945172"},{"key":"2178_CR41","doi-asserted-by":"crossref","unstructured":"Saini N, Saha S, Chakraborty D, Bhattacharyya P (2019c) Extractive single document summarization using binary differential evolution: Optimization of different sentence quality measures. PloS one 14(11):e0223,477","DOI":"10.1371\/journal.pone.0223477"},{"key":"2178_CR42","doi-asserted-by":"crossref","unstructured":"Saini N, Saha S, Jangra A, Bhattacharyya P (2019d) Extractive single document summarization using multi-objective optimization: Exploring self-organized differential evolution, grey wolf optimizer and water cycle algorithm. Knowl-Based Syst 164:45\u201367","DOI":"10.1016\/j.knosys.2018.10.021"},{"key":"2178_CR43","doi-asserted-by":"crossref","unstructured":"Saini N, Saha S, Tuteja H, Bhattacharyya P (2019e) Textual entailment based figure summarization for biomedical articles. ACM Trans Multimed Comput Commun Appl 16(1)","DOI":"10.1145\/3357334"},{"key":"2178_CR44","doi-asserted-by":"crossref","unstructured":"Sakaki T, Okazaki M, Matsuo Y (2010) Earthquake shakes twitter users: real-time event detection by social sensors. In: Proceedings of the 19th international conference on World wide web. ACM, pp 851\u2013860","DOI":"10.1145\/1772690.1772777"},{"key":"2178_CR45","doi-asserted-by":"crossref","unstructured":"Sedhai S, Sun A (2018) Semi-supervised spam detection in twitter stream. IEEE Trans Comput Soc Sys 5(1):169\u2013175","DOI":"10.1109\/TCSS.2017.2773581"},{"key":"2178_CR46","doi-asserted-by":"crossref","unstructured":"Vieweg S, Hughes AL, Starbird K, Palen L (2010) Microblogging during two natural hazards events: what twitter may contribute to situational awareness. In: Proceedings of the SIGCHI conference on human factors in computing systems. ACM, pp 1079\u20131088","DOI":"10.1145\/1753326.1753486"},{"key":"2178_CR47","unstructured":"Wang BC, Li HX, Li JP, Wang Y (2018) Composite differential evolution for constrained evolutionary optimization. IEEE Trans Syst Man Cybern Syst (99):1\u201314"},{"key":"2178_CR48","doi-asserted-by":"crossref","unstructured":"Wang L, Fu X, Menhas MI, Fei M (2010) A modified binary differential evolution algorithm. In: Life System Modeling and Intelligent Computing. Springer, pp 49\u201357","DOI":"10.1007\/978-3-642-15597-0_6"},{"key":"2178_CR49","doi-asserted-by":"crossref","unstructured":"Wang R, Luo S, Pan L, Wu Z, Yuan Y, Chen Q (2019) Microblog summarization using paragraph vector and semantic structure. Comput Speech Lang 57:1\u201319","DOI":"10.1016\/j.csl.2019.01.006"},{"key":"2178_CR50","doi-asserted-by":"crossref","unstructured":"Wang Y, Cai Z, Zhang Q (2011) Differential evolution with composite trial vector generation strategies and control parameters. IEEE Trans Evol Comput 15(1):55\u201366","DOI":"10.1109\/TEVC.2010.2087271"},{"key":"2178_CR51","doi-asserted-by":"crossref","unstructured":"Welch BL (1947) The generalization ofstudent\u2018s\u2019 problem when several different population variances are involved. Biometrika 34(1\/2):28\u201335","DOI":"10.1093\/biomet\/34.1-2.28"},{"key":"2178_CR52","doi-asserted-by":"crossref","unstructured":"Weskida M, Michalski R (2019) Finding influentials in social networks using evolutionary algorithm. J Comput Sci 31:77\u201385","DOI":"10.1016\/j.jocs.2018.12.010"},{"key":"2178_CR53","doi-asserted-by":"crossref","unstructured":"Zhang D, Wei B (2014) Comparison between differential evolution and particle swarm optimization algorithms. In: 2014 IEEE International Conference on Mechatronics and Automation (ICMA). IEEE, pp 239\u2013244","DOI":"10.1109\/ICMA.2014.6885702"},{"key":"2178_CR54","doi-asserted-by":"publisher","unstructured":"Zhang H, Zhou A, Song S, Zhang Q, Gao XZ, Zhang J (2016) A self-organizing multiobjective evolutionary algorithm. IEEE Trans Evol Comput 20(5):792\u2013806. https:\/\/doi.org\/10.1109\/TEVC.2016.2521868","DOI":"10.1109\/TEVC.2016.2521868"},{"key":"2178_CR55","doi-asserted-by":"crossref","unstructured":"Zhang Y, Gong DW, Ding Z (2012) A bare-bones multi-objective particle swarm optimization algorithm for environmental\/economic dispatch. Inf Sci 192:213\u2013227","DOI":"10.1016\/j.ins.2011.06.004"},{"key":"2178_CR56","doi-asserted-by":"crossref","unstructured":"Zhang Y, Gong Dw, Gao Xz, Tian T, Sun Xy (2020) Binary differential evolution with self-learning for multi-objective feature selection. Inf Sci 507:67\u201385","DOI":"10.1016\/j.ins.2019.08.040"},{"key":"2178_CR57","doi-asserted-by":"crossref","unstructured":"Zhou X, Wan X, Xiao J (2016) Cminer: opinion extraction and summarization for chinese microblogs. IEEE Trans Knowl Data Eng 28(7):1650\u20131663","DOI":"10.1109\/TKDE.2016.2541148"}],"container-title":["Applied Intelligence"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s10489-020-02178-1.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s10489-020-02178-1\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s10489-020-02178-1.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,1,24]],"date-time":"2022-01-24T01:15:15Z","timestamp":1642986915000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s10489-020-02178-1"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,5,27]]},"references-count":57,"journal-issue":{"issue":"2","published-print":{"date-parts":[[2022,1]]}},"alternative-id":["2178"],"URL":"https:\/\/doi.org\/10.1007\/s10489-020-02178-1","relation":{},"ISSN":["0924-669X","1573-7497"],"issn-type":[{"value":"0924-669X","type":"print"},{"value":"1573-7497","type":"electronic"}],"subject":[],"published":{"date-parts":[[2021,5,27]]},"assertion":[{"value":"24 December 2020","order":1,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"27 May 2021","order":2,"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":"Authors declare that they have no conflict of interest.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"<!--Emphasis Type='Bold' removed-->Conflict of interests"}},{"value":"This article does not contain any studies with human participants or animals performed by any of the authors.","order":3,"name":"Ethics","group":{"name":"EthicsHeading","label":"Ethical approval"}}]}}