{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,14]],"date-time":"2026-02-14T03:12:10Z","timestamp":1771038730160,"version":"3.50.1"},"reference-count":29,"publisher":"Springer Science and Business Media LLC","issue":"15","license":[{"start":{"date-parts":[[2020,6,8]],"date-time":"2020-06-08T00:00:00Z","timestamp":1591574400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2020,6,8]],"date-time":"2020-06-08T00:00:00Z","timestamp":1591574400000},"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":["Soft Comput"],"published-print":{"date-parts":[[2020,8]]},"DOI":"10.1007\/s00500-020-05084-3","type":"journal-article","created":{"date-parts":[[2020,6,8]],"date-time":"2020-06-08T11:05:49Z","timestamp":1591614349000},"page":"10983-10987","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":16,"title":["Social media mining for smart cities and smart villages research"],"prefix":"10.1007","volume":"24","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-7281-5458","authenticated-orcid":false,"given":"Miltiadis D.","family":"Lytras","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3240-3771","authenticated-orcid":false,"given":"Anna","family":"Visvizi","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7337-1211","authenticated-orcid":false,"given":"Jari","family":"Jussila","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2020,6,8]]},"reference":[{"key":"5084_CR1","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1109\/ACCESS.2019.2935186","volume":"99","author":"EH Alkmanash","year":"2019","unstructured":"Alkmanash EH, Jussila JJ, Lytras MD, Visvizi A (2019) Annotation of smart cities twitter microcontents for enhanced citizen\u2019s engagement. IEEE Access 99:1\u20131. https:\/\/doi.org\/10.1109\/ACCESS.2019.2935186","journal-title":"IEEE Access"},{"issue":"11","key":"5084_CR2","doi-asserted-by":"publisher","first-page":"4367","DOI":"10.3390\/su12114367","volume":"12","author":"AO Al-Youbi","year":"2020","unstructured":"Al-Youbi AO, Al-Hayani A, Bardesi HJ, Basheri M, Lytras MD, Aljohani NR (2020) The King Abdulaziz University (KAU) pandemic framework: a methodological approach to leverage social media for the sustainable management of higher education in crisis. Sustainability 12(11):4367","journal-title":"Sustainability"},{"key":"5084_CR3","volume-title":"Advances in chaos theory and intelligent control","year":"2016","unstructured":"Azar AT, Vaidyanathan S (eds) (2016) Advances in chaos theory and intelligent control, vol 337. Springer, New York"},{"key":"5084_CR4","doi-asserted-by":"crossref","unstructured":"Bing L, Chan KC (2014) A fuzzy logic approach for opinion mining on large scale twitter data. In: 2014 IEEE\/ACM 7th international conference on utility and cloud computing. IEEE, pp 652\u2013657","DOI":"10.1109\/UCC.2014.105"},{"key":"5084_CR5","series-title":"Natural Computing series","volume-title":"Swarm intelligence introduction and application","author":"B Christian","year":"2008","unstructured":"Christian B, Daniel M (2008) Swarm intelligence introduction and application. Natural Computing series. Springer, New York"},{"key":"5084_CR6","unstructured":"Flockhart IW, Radcliffe NJ, Simoudis E, Han J, Fayyad U (1996) A genetic algorithm-based approach to data mining. In: KDD, pp 299\u2013302"},{"key":"5084_CR7","doi-asserted-by":"publisher","first-page":"5483","DOI":"10.1007\/s00500-020-04766-2","volume":"24","author":"BB Gupta","year":"2020","unstructured":"Gupta BB, Agrawal DP, Yamaguchi S et al (2020) Soft computing techniques for big data and cloud computing. Soft Comput 24:5483\u20135484. https:\/\/doi.org\/10.1007\/s00500-020-04766-2","journal-title":"Soft Comput"},{"key":"5084_CR8","volume-title":"Adaption in natural and artificial systems","author":"J Holland","year":"1975","unstructured":"Holland J (1975) Adaption in natural and artificial systems. University of Michigan Press, Ann Arbor"},{"issue":"5","key":"5084_CR9","doi-asserted-by":"publisher","first-page":"359","DOI":"10.1016\/0893-6080(89)90020-8","volume":"2","author":"K Hornik","year":"1989","unstructured":"Hornik K, Stinchcombe M, White H (1989) Multilayer feedforward networks are universal approximators. Neural Netw 2(5):359\u2013366","journal-title":"Neural Netw"},{"key":"5084_CR10","unstructured":"Jussila J, Menon K, Gupta J, K\u00e4rkk\u00e4inen H (2017) Who is who in big social data? A bibliographic network analysis study. In: Proceedings of the 4th European conference on social media, pp 161\u2013169"},{"key":"5084_CR11","doi-asserted-by":"crossref","unstructured":"Kohonen T (1997) Exploration of very large databases by self-organizing maps. In: Proceedings of international conference on neural networks (icnn\u201997), vol 1. IEEE, pp PL1\u2013PL6","DOI":"10.1109\/ICNN.1997.611622"},{"key":"5084_CR12","doi-asserted-by":"publisher","first-page":"100","DOI":"10.1016\/j.ins.2015.03.065","volume":"314","author":"S Kundu","year":"2015","unstructured":"Kundu S, Pal SK (2015a) FGSN: fuzzy granular social networks-model and applications. Inf Sci 314:100\u2013117","journal-title":"Inf Sci"},{"key":"5084_CR13","doi-asserted-by":"publisher","first-page":"145","DOI":"10.1016\/j.patrec.2015.02.005","volume":"67","author":"S Kundu","year":"2015","unstructured":"Kundu S, Pal SK (2015b) Fuzzy-rough community in social networks. Pattern Recogn Lett 67:145\u2013152","journal-title":"Pattern Recogn Lett"},{"key":"5084_CR14","volume-title":"Applications and science in soft computing","year":"2013","unstructured":"Lotfi A, Garibaldi JM (eds) (2013) Applications and science in soft computing, vol 24. Springer, New York"},{"issue":"18","key":"5084_CR15","doi-asserted-by":"publisher","first-page":"5067","DOI":"10.3390\/su11185067","volume":"11","author":"MD Lytras","year":"2019","unstructured":"Lytras MD, Visvizi A (2019) Big data and their social impact: preliminary study. Sustainability 11(18):5067","journal-title":"Sustainability"},{"key":"5084_CR16","doi-asserted-by":"publisher","first-page":"72340","DOI":"10.1109\/ACCESS.2020.2988125","volume":"8","author":"MD Lytras","year":"2020","unstructured":"Lytras MD, Visvizi A, Torres-Ruiz M, Damiani E, Jin P (2020) IEEE access special section editorial: urban computing and well-being in smart cities: services, applications, policymaking considerations. IEEE Access 8:72340\u201372346. https:\/\/doi.org\/10.1109\/ACCESS.2020.2988125","journal-title":"IEEE Access"},{"issue":"1","key":"5084_CR17","doi-asserted-by":"publisher","first-page":"3","DOI":"10.1109\/72.977258","volume":"13","author":"S Mitra","year":"2002","unstructured":"Mitra S, Pal SK, Mitra P (2002) Data mining in soft computing framework: a survey. IEEE Trans Neural Netw 13(1):3\u201314","journal-title":"IEEE Trans Neural Netw"},{"key":"5084_CR18","unstructured":"Mukkamala RR, Hussain A, Vatrapu R (2013) Towards a formal model of social data. IT University of Copenhagen, Denmark, IT University Technical Report Series TR-2013-169, 1(3), p 5"},{"key":"5084_CR19","doi-asserted-by":"crossref","unstructured":"Mukkamala RR, Hussain A, Vatrapu R (2014) Fuzzy-set based sentiment analysis of big social data. In: 2014 IEEE 18th international enterprise distributed object computing conference. IEEE, pp 71\u201380","DOI":"10.1109\/EDOC.2014.19"},{"key":"5084_CR20","doi-asserted-by":"crossref","unstructured":"Mukkamala RR, S\u00f8rensen JI, Hussain A, Vatrapu R (2015) Social set analysis of corporate social media crises on facebook. In: 2015 IEEE 19th international enterprise distributed object computing conference. IEEE, pp 112\u2013121","DOI":"10.1109\/EDOC.2015.25"},{"key":"5084_CR21","doi-asserted-by":"crossref","unstructured":"Nair PS, Sarasamma ST (2007) Data mining through fuzzy social network analysis. In: NAFIPS 2007\u20142007 annual meeting of the north american fuzzy information processing society. IEEE, pp 251\u2013255","DOI":"10.1109\/NAFIPS.2007.383846"},{"issue":"3","key":"5084_CR22","first-page":"317","volume":"130","author":"SK Pal","year":"2014","unstructured":"Pal SK, Kundu S, Murthy CA (2014) Centrality measures, upper bound, and influence maximization in large scale directed social networks. Fund Inf 130(3):317\u2013342","journal-title":"Fund Inf"},{"key":"5084_CR23","volume-title":"Rough sets: theoretical aspects of reasoning about data","author":"Z Pawlak","year":"2012","unstructured":"Pawlak Z (2012) Rough sets: theoretical aspects of reasoning about data, vol 9. Springer, New York"},{"key":"5084_CR24","doi-asserted-by":"publisher","first-page":"2727","DOI":"10.3390\/su10082727","volume":"10","author":"A Visvizi","year":"2018","unstructured":"Visvizi A, Lytras MD (2018) It\u2019s not a fad: Smart cities and smart villages research in European and global contexts. Sustainability 10:2727. https:\/\/doi.org\/10.3390\/su10082727","journal-title":"Sustainability"},{"key":"5084_CR25","doi-asserted-by":"publisher","first-page":"105958","DOI":"10.1016\/j.chb.2019.03.022","volume":"107","author":"A Visvizi","year":"2020","unstructured":"Visvizi A, Jussila J, Lytras MD, Ij\u00e4s M (2020) Tweeting and mining OECD-related microcontent in the post-truth era: a cloudbased app. Comput Hum Behav 107:105958. https:\/\/doi.org\/10.1016\/j.chb.2019.03.022","journal-title":"Comput Hum Behav"},{"issue":"3","key":"5084_CR26","doi-asserted-by":"publisher","first-page":"338","DOI":"10.1016\/S0019-9958(65)90241-X","volume":"8","author":"LA Zadeh","year":"1965","unstructured":"Zadeh LA (1965) Fuzzy sets. Inf Control 8(3):338\u2013353. https:\/\/doi.org\/10.1016\/S0019-9958(65)90241-X","journal-title":"Inf Control"},{"issue":"3","key":"5084_CR27","doi-asserted-by":"publisher","first-page":"77","DOI":"10.1145\/175247.175255","volume":"37","author":"LA Zadeh","year":"1994","unstructured":"Zadeh LA (1994) Fuzzy logic, neural networks, and soft computing. Commun ACM 37(3):77\u201384","journal-title":"Commun ACM"},{"key":"5084_CR28","doi-asserted-by":"publisher","first-page":"775","DOI":"10.1142\/2895","volume-title":"Fuzzy logic, neural networks, and soft computing. Fuzzy sets, fuzzy logic, and fuzzy systems: selected papers by Lotfi A. Zadeh","author":"LA Zadeh","year":"1996","unstructured":"Zadeh LA (1996) Fuzzy logic, neural networks, and soft computing. Fuzzy sets, fuzzy logic, and fuzzy systems: selected papers by Lotfi A. Zadeh. World Scientific Publishing Co., Inc., USA, pp 775\u2013782"},{"issue":"1","key":"5084_CR29","doi-asserted-by":"publisher","first-page":"23","DOI":"10.1007\/s005000050030","volume":"2","author":"LA Zadeh","year":"1998","unstructured":"Zadeh LA (1998) Some reflections on soft computing, granular computing and their roles in the conception, design and utilization of information\/intelligent systems. Soft Comput 2(1):23\u201325","journal-title":"Soft Comput"}],"container-title":["Soft Computing"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s00500-020-05084-3.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s00500-020-05084-3\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s00500-020-05084-3.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,8,7]],"date-time":"2024-08-07T04:29:32Z","timestamp":1723004972000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s00500-020-05084-3"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,6,8]]},"references-count":29,"journal-issue":{"issue":"15","published-print":{"date-parts":[[2020,8]]}},"alternative-id":["5084"],"URL":"https:\/\/doi.org\/10.1007\/s00500-020-05084-3","relation":{},"ISSN":["1432-7643","1433-7479"],"issn-type":[{"value":"1432-7643","type":"print"},{"value":"1433-7479","type":"electronic"}],"subject":[],"published":{"date-parts":[[2020,6,8]]},"assertion":[{"value":"8 June 2020","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"}},{"value":"This content has been made available to all.","name":"free","label":"Free to read"}]}}