{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,10]],"date-time":"2026-06-10T16:37:43Z","timestamp":1781109463948,"version":"3.54.1"},"reference-count":16,"publisher":"IGI Global Scientific Publishing","issue":"1","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2017,1,1]]},"abstract":"<p>Paper aimed to consider of approaches to big data (social network content) utilization for understanding of social behavior in the conflict zones, and analysis of dynamics of illegal armed groups. Analysis directed to identify of underage militants. The probabilistic and stochastic methods of analysis and classification of number, composition and dynamics of illegal armed groups in active conflict areas are proposed. Data of armed conflict \u2013 antiterrorist operation in Donbas (Eastern Ukraine in the period 2014-2015) is used for analysis. The numerical distribution of age, gender composition, origin, social status and nationality of child militants among illegal armed groups has been calculated. Conclusions on the applicability of described method in criminological practice, as well as about the possibilities of interpretation of obtaining results in the context of study of terrorism are proposed.<\/p>","DOI":"10.4018\/ijcwt.2017010101","type":"journal-article","created":{"date-parts":[[2017,1,10]],"date-time":"2017-01-10T10:55:04Z","timestamp":1484045704000},"page":"1-12","source":"Crossref","is-referenced-by-count":7,"title":["Toward Approaches to Big Data Analysis for Terroristic Behavior Identification: Child Soldiers in Illegal Armed Groups During the Conflict in the Donbas Region (East Ukraine)"],"prefix":"10.4018","volume":"7","author":[{"given":"Yuriy V.","family":"Kostyuchenko","sequence":"first","affiliation":[{"name":"National Academy of Sciences of Ukraine, Scientific Centre for Aerospace Research of the Earth, Kiev, Ukraine"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Maxim","family":"Yuschenko","sequence":"additional","affiliation":[{"name":"National Academy of Sciences of Ukraine, Scientific Centre for Aerospace Research of the Earth, Kiev, Ukraine"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"2432","reference":[{"issue":"3","key":"IJCWT.2017010101-0","first-page":"33","article-title":"Towards Geo-Social Intelligence: Mining, Analyzing, and Leveraging Geospatial Footprints in Social Media.","volume":"36","author":"J.Caverlee","year":"2013","journal-title":"IEEE Data Eng. Bull."},{"key":"IJCWT.2017010101-1","author":"R. O.Duda","year":"2012","journal-title":"Pattern classification"},{"key":"IJCWT.2017010101-2","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-22884-1"},{"key":"IJCWT.2017010101-3","doi-asserted-by":"publisher","DOI":"10.1080\/02664769300000058"},{"key":"IJCWT.2017010101-4","doi-asserted-by":"publisher","DOI":"10.1109\/PGEC.1965.264207"},{"key":"IJCWT.2017010101-5","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-07167-1_16"},{"key":"IJCWT.2017010101-6","unstructured":"Kostyuchenko, Y.V. (2016). Risk Perception Based Approach to Analysis of Social Vulnerability In T. Spencer (Ed.), Risk Perception: Theories and Approaches (pp. 17-51). NY: Nova Publisher."},{"key":"IJCWT.2017010101-7","doi-asserted-by":"publisher","DOI":"10.1144\/SP419.10"},{"key":"IJCWT.2017010101-8","doi-asserted-by":"publisher","DOI":"10.1109\/IntelliSys.2015.7361256"},{"key":"IJCWT.2017010101-9","doi-asserted-by":"publisher","DOI":"10.1007\/s00265-007-0445-8"},{"key":"IJCWT.2017010101-10","doi-asserted-by":"crossref","DOI":"10.4324\/9780203222133","author":"O.Lerbinger","year":"2012","journal-title":"The crisis manager"},{"key":"IJCWT.2017010101-11","doi-asserted-by":"crossref","unstructured":"Lerman, K. (2013). Social Informatics: Using Big Data to Understand Social Behavior. In Handbook of Human Computation (pp. 751-759). New York: Springer.","DOI":"10.1007\/978-1-4614-8806-4_60"},{"key":"IJCWT.2017010101-12","article-title":"Social network analysis.","author":"J.Scott","year":"2012","journal-title":"Sage (Atlanta, Ga.)"},{"key":"IJCWT.2017010101-13","doi-asserted-by":"publisher","DOI":"10.1142\/S0218001415560133"},{"key":"IJCWT.2017010101-14","unstructured":"The 2016 Trafficking in Persons Report. (2016). U.S. Department of State Publications, Office of the Under Secretary of Civilian Security, Democracy and Human Rights."},{"key":"IJCWT.2017010101-15","doi-asserted-by":"crossref","DOI":"10.1017\/CBO9780511815478","author":"S.Wasserman","year":"1994","journal-title":"Advances in social network analysis: Research in the social and behavioral sciences"}],"container-title":["International Journal of Cyber Warfare and Terrorism"],"original-title":[],"language":"ng","link":[{"URL":"https:\/\/www.igi-global.com\/viewtitle.aspx?TitleId=175643","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,5,6]],"date-time":"2022-05-06T18:13:02Z","timestamp":1651860782000},"score":1,"resource":{"primary":{"URL":"https:\/\/services.igi-global.com\/resolvedoi\/resolve.aspx?doi=10.4018\/IJCWT.2017010101"}},"subtitle":[""],"short-title":[],"issued":{"date-parts":[[2017,1,1]]},"references-count":16,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2017,1]]}},"URL":"https:\/\/doi.org\/10.4018\/ijcwt.2017010101","relation":{},"ISSN":["1947-3435","1947-3443"],"issn-type":[{"value":"1947-3435","type":"print"},{"value":"1947-3443","type":"electronic"}],"subject":[],"published":{"date-parts":[[2017,1,1]]}}}