{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,3,26]],"date-time":"2024-03-26T19:59:12Z","timestamp":1711483152844},"reference-count":26,"publisher":"IGI Global","issue":"4","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2019,10,1]]},"abstract":"
Social media is the platforms where users communicate, interact, share ideas, career interest, pictures, video, etc. Social media gives an opportunity to analyze the human behavior. Crime analysis using data from social media such as Newsfeeds, Facebook, Twitter, etc., is becoming one of the emerging areas of research for law enforcement organizations across the world. The intelligence gathered through data is used for identifying future attacks and plan for reinforcements. This article focuses on the implementation of textual data analytics by collecting the data from different newsfeeds and provides an optimized visualization. This article establishes a framework for better prediction of 16 types of crime in India and the Bangalore area by providing the coordinates of the crime area, along with the crime which might happen there.<\/p>","DOI":"10.4018\/ijwltt.2019100103","type":"journal-article","created":{"date-parts":[[2019,7,30]],"date-time":"2019-07-30T14:11:33Z","timestamp":1564495893000},"page":"49-64","source":"Crossref","is-referenced-by-count":8,"title":["Geo-Spatial Crime Analysis Using Newsfeed Data in Indian Context"],"prefix":"10.4018","volume":"14","author":[{"given":"Prathap Rudra","family":"Boppuru","sequence":"first","affiliation":[{"name":"CHRIST (Deemed To be University), Bengaluru, India"}]},{"family":"Ramesha K.","sequence":"additional","affiliation":[{"name":"Dr. Ambedkar Institute of Technology, Bangalore, India"}]}],"member":"2432","reference":[{"key":"IJWLTT.2019100103-0","doi-asserted-by":"publisher","DOI":"10.1002\/for.2426"},{"key":"IJWLTT.2019100103-1","doi-asserted-by":"crossref","unstructured":"Xia, C., Schwartz, R., Xie, K., Krebs, A., Langdon, A., Ting, J., & Naaman, M. (2014, April). CityBeat: real-time social media visualization of hyper-local city data. In Proceedings of the 23rd International Conference on World Wide Web (pp. 167-170). ACM.","DOI":"10.1145\/2567948.2577020"},{"key":"IJWLTT.2019100103-2","doi-asserted-by":"publisher","DOI":"10.1145\/1835804.1835884"},{"key":"IJWLTT.2019100103-3","volume":"Vol. 711","author":"P.Das","year":"2018","journal-title":"Application of Classification Techniques for Prediction and Analysis of Crime in India. In Advances in Intelligent Systems and Computing"},{"key":"IJWLTT.2019100103-4","doi-asserted-by":"publisher","DOI":"10.1093\/oxfordjournals.bjc.a047980"},{"key":"IJWLTT.2019100103-5","doi-asserted-by":"publisher","DOI":"10.1177\/0022427806286566"},{"key":"IJWLTT.2019100103-6","doi-asserted-by":"crossref","unstructured":"Jayaweera, I., Sajeewa, C., Liyanage, S., Wijewardane, T., Perera, I., & Wijayasiri, A. (2015, April). Crime analytics: Analysis of crimes through newspaper articles. In 2015 Moratuwa Engineering Research Conference (MERCon) (pp. 277-282). IEEE.","DOI":"10.1109\/MERCon.2015.7112359"},{"key":"IJWLTT.2019100103-7","first-page":"384","article-title":"A survey of topic tracking techniques","volume":"2","author":"K.Kaur","year":"2012","journal-title":"International Journal of Advanced Research in Computer Science and Software Engineering"},{"key":"IJWLTT.2019100103-8","doi-asserted-by":"publisher","DOI":"10.1109\/ICIMU.2014.7066639"},{"key":"IJWLTT.2019100103-9","doi-asserted-by":"publisher","DOI":"10.1007\/s10940-010-9126-2"},{"key":"IJWLTT.2019100103-10","doi-asserted-by":"publisher","DOI":"10.1016\/j.dss.2014.02.003"},{"key":"IJWLTT.2019100103-11","doi-asserted-by":"publisher","DOI":"10.1177\/0093650212466406"},{"key":"IJWLTT.2019100103-12","doi-asserted-by":"crossref","first-page":"132","DOI":"10.1016\/j.websem.2015.12.004","article-title":"Building event-centric knowledge graphs from news.","volume":"37","author":"M.Rospocher","year":"2016","journal-title":"Journal of Web Semantics"},{"key":"IJWLTT.2019100103-13","unstructured":"NewsReader Grant agreement no.: 316404 \u2013 Co-funded by the EU - FP7 Work Programme Research theme \u2018Information and Communication Technologies.\u2019 (n.d.). Retrieved from http:\/\/www.newsreader-project.eu\/"},{"key":"IJWLTT.2019100103-14","doi-asserted-by":"publisher","DOI":"10.1080\/1561426042000191305"},{"key":"IJWLTT.2019100103-15","doi-asserted-by":"publisher","DOI":"10.1177\/1461444817724170"},{"key":"IJWLTT.2019100103-16","unstructured":"Ristea, A., Kounadi, O., & Leitner, M. (2018). Geosocial Media Data as Predictors in a GWR Application to Forecast Crime Hotspots (Short Paper). In LIPIcs-Leibniz International Proceedings in Informatics (Vol. 114). Schloss Dagstuhl-Leibniz-Zentrum fuer Informatik."},{"key":"IJWLTT.2019100103-17","doi-asserted-by":"publisher","DOI":"10.1057\/palgrave.sj.8350066"},{"key":"IJWLTT.2019100103-18","doi-asserted-by":"crossref","unstructured":"Spengler, A., & Gallinari, P. (2009, May). Learning to extract content from news webpages. In 2009 International Conference on Advanced Information Networking and Applications Workshops (pp. 709-714). IEEE.","DOI":"10.1109\/WAINA.2009.97"},{"issue":"10","key":"IJWLTT.2019100103-19","doi-asserted-by":"crossref","first-page":"e76027","DOI":"10.1371\/journal.pone.0076027","article-title":"Cumulative effect in information diffusion: Empirical study on a microblogging network.","volume":"8","author":"P.Bao","year":"2013","journal-title":"PLoS One"},{"key":"IJWLTT.2019100103-20","doi-asserted-by":"publisher","DOI":"10.1109\/NLPKE.2011.6138209"},{"key":"IJWLTT.2019100103-21","first-page":"554","article-title":"News keyword extraction for topic tracking","author":"S.Lee","year":"2008","journal-title":"Fourth IEEE International Conference on Networked Computing and Advanced Information Management, NCM\u201908"},{"key":"IJWLTT.2019100103-22","doi-asserted-by":"publisher","DOI":"10.1109\/SIEDS.2015.7117012"},{"key":"IJWLTT.2019100103-23","article-title":"Spatiotemporal modeling of criminal incidents using geographic, demographic, and Twitter-derived information","author":"X.Wang","year":"2012","journal-title":"Intelligence and Security Informatics"},{"key":"IJWLTT.2019100103-24","doi-asserted-by":"publisher","DOI":"10.1145\/3229329.3229331"},{"issue":"1","key":"IJWLTT.2019100103-25","doi-asserted-by":"crossref","first-page":"13","DOI":"10.30537\/sjcms.v2i1.17","article-title":"Crime Mapping in GIS by Using Hotspot.","volume":"2","author":"S. A.Zahra","year":"2018","journal-title":"Sukkur IBA Journal of Computing and Mathematical Sciences"}],"container-title":["International Journal of Web-Based Learning and Teaching Technologies"],"original-title":[],"language":"ng","link":[{"URL":"https:\/\/www.igi-global.com\/viewtitle.aspx?TitleId=234371","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,5,6]],"date-time":"2022-05-06T21:46:23Z","timestamp":1651873583000},"score":1,"resource":{"primary":{"URL":"https:\/\/services.igi-global.com\/resolvedoi\/resolve.aspx?doi=10.4018\/IJWLTT.2019100103"}},"subtitle":[""],"short-title":[],"issued":{"date-parts":[[2019,10,1]]},"references-count":26,"journal-issue":{"issue":"4","published-print":{"date-parts":[[2019,10]]}},"URL":"http:\/\/dx.doi.org\/10.4018\/ijwltt.2019100103","relation":{},"ISSN":["1548-1093","1548-1107"],"issn-type":[{"value":"1548-1093","type":"print"},{"value":"1548-1107","type":"electronic"}],"subject":["Computer Science Applications","Education"],"published":{"date-parts":[[2019,10,1]]}}}