{"id":"https://openalex.org/W2553291089","doi":"https://doi.org/10.1109/isi.2016.7745498","title":"Detecting radicalization trajectories using graph pattern matching algorithms","display_name":"Detecting radicalization trajectories using graph pattern matching algorithms","publication_year":2016,"publication_date":"2016-09-01","ids":{"openalex":"https://openalex.org/W2553291089","doi":"https://doi.org/10.1109/isi.2016.7745498","mag":"2553291089"},"language":"en","primary_location":{"id":"doi:10.1109/isi.2016.7745498","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isi.2016.7745498","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE Conference on Intelligence and Security Informatics (ISI)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5050979680","display_name":"Benjamin W. K. Hung","orcid":"https://orcid.org/0000-0002-3323-2591"},"institutions":[{"id":"https://openalex.org/I92446798","display_name":"Colorado State University","ror":"https://ror.org/03k1gpj17","country_code":"US","type":"education","lineage":["https://openalex.org/I92446798"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Benjamin W. K. Hung","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Colorado State University Fort Collins, Colorado, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Colorado State University Fort Collins, Colorado, USA","institution_ids":["https://openalex.org/I92446798"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026739162","display_name":"Anura P. Jayasumana","orcid":"https://orcid.org/0000-0002-8335-655X"},"institutions":[{"id":"https://openalex.org/I92446798","display_name":"Colorado State University","ror":"https://ror.org/03k1gpj17","country_code":"US","type":"education","lineage":["https://openalex.org/I92446798"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Anura P. Jayasumana","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Colorado State University Fort Collins, Colorado, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Colorado State University Fort Collins, Colorado, USA","institution_ids":["https://openalex.org/I92446798"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5044817060","display_name":"Vidarshana W. Bandara","orcid":null},"institutions":[{"id":"https://openalex.org/I92446798","display_name":"Colorado State University","ror":"https://ror.org/03k1gpj17","country_code":"US","type":"education","lineage":["https://openalex.org/I92446798"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Vidarshana W. Bandara","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Colorado State University Fort Collins, Colorado, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Colorado State University Fort Collins, Colorado, USA","institution_ids":["https://openalex.org/I92446798"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5050979680"],"corresponding_institution_ids":["https://openalex.org/I92446798"],"apc_list":null,"apc_paid":null,"fwci":6.9902,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.96582146,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"313","last_page":"315"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10994","display_name":"Terrorism, Counterterrorism, and Political Violence","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10994","display_name":"Terrorism, Counterterrorism, and Political Violence","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9212999939918518,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/radicalization","display_name":"Radicalization","score":0.9562603235244751},{"id":"https://openalex.org/keywords/pace","display_name":"Pace","score":0.7630594968795776},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7146050930023193},{"id":"https://openalex.org/keywords/law-enforcement","display_name":"Law enforcement","score":0.6537657380104065},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.6298364400863647},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5450423955917358},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5269611477851868},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.46729400753974915},{"id":"https://openalex.org/keywords/action","display_name":"Action (physics)","score":0.4657590687274933},{"id":"https://openalex.org/keywords/government","display_name":"Government (linguistics)","score":0.4481849670410156},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.3759646415710449},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.285922110080719},{"id":"https://openalex.org/keywords/terrorism","display_name":"Terrorism","score":0.2601926326751709},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.14690068364143372},{"id":"https://openalex.org/keywords/law","display_name":"Law","score":0.12636584043502808},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09231874346733093}],"concepts":[{"id":"https://openalex.org/C2777113924","wikidata":"https://www.wikidata.org/wiki/Q3416483","display_name":"Radicalization","level":3,"score":0.9562603235244751},{"id":"https://openalex.org/C2777526511","wikidata":"https://www.wikidata.org/wiki/Q691543","display_name":"Pace","level":2,"score":0.7630594968795776},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7146050930023193},{"id":"https://openalex.org/C2780262971","wikidata":"https://www.wikidata.org/wiki/Q44554","display_name":"Law enforcement","level":2,"score":0.6537657380104065},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.6298364400863647},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5450423955917358},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5269611477851868},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.46729400753974915},{"id":"https://openalex.org/C2780791683","wikidata":"https://www.wikidata.org/wiki/Q846785","display_name":"Action (physics)","level":2,"score":0.4657590687274933},{"id":"https://openalex.org/C2778137410","wikidata":"https://www.wikidata.org/wiki/Q2732820","display_name":"Government (linguistics)","level":2,"score":0.4481849670410156},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.3759646415710449},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.285922110080719},{"id":"https://openalex.org/C203133693","wikidata":"https://www.wikidata.org/wiki/Q7283","display_name":"Terrorism","level":2,"score":0.2601926326751709},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.14690068364143372},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.12636584043502808},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09231874346733093},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isi.2016.7745498","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isi.2016.7745498","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE Conference on Intelligence and Security Informatics (ISI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.8199999928474426,"display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W127825660","https://openalex.org/W1509240356","https://openalex.org/W1564974919","https://openalex.org/W1977127823","https://openalex.org/W2047944694","https://openalex.org/W2055898276","https://openalex.org/W2069979000","https://openalex.org/W2097797932","https://openalex.org/W2118901171","https://openalex.org/W2123966888","https://openalex.org/W2137739467","https://openalex.org/W2142491343","https://openalex.org/W2167429959","https://openalex.org/W2171410433","https://openalex.org/W2201148259","https://openalex.org/W2476528498","https://openalex.org/W2565457229","https://openalex.org/W2903174694","https://openalex.org/W2964246087","https://openalex.org/W6605084953","https://openalex.org/W6634070946","https://openalex.org/W6674604802","https://openalex.org/W6731234597","https://openalex.org/W6756634375"],"related_works":["https://openalex.org/W2946271828","https://openalex.org/W2169368313","https://openalex.org/W4390114589","https://openalex.org/W2063717240","https://openalex.org/W4220869003","https://openalex.org/W2066706785","https://openalex.org/W2573033159","https://openalex.org/W3186852720","https://openalex.org/W2472046875","https://openalex.org/W3135790446"],"abstract_inverted_index":{"This":[0],"paper":[1],"outlines":[2],"our":[3,82],"on-going":[4],"efforts":[5,119],"to":[6,37,65,89,104,122],"address":[7],"the":[8,12,28,38,49,87,106,109,112],"radicalization":[9,56],"detection":[10],"problem,":[11],"automated":[13],"or":[14,92],"semi-automated":[15],"task":[16],"of":[17,30,40,45,99,108,111],"dynamically":[18],"detecting":[19],"and":[20,35,75,101,120],"tracking":[21],"behavioral":[22],"changes":[23],"in":[24,43],"individuals":[25],"who":[26],"undergo":[27],"process":[29],"increasingly":[31],"espousing":[32],"jihadist":[33],"beliefs":[34],"transition":[36],"use":[39],"violent":[41,55],"action":[42],"support":[44],"those":[46],"beliefs.":[47],"Leveraging":[48],"notion":[50],"that":[51,81,114],"personal":[52],"trajectories":[53],"towards":[54],"exist,":[57],"we":[58],"take":[59],"a":[60,96,102],"graph":[61],"pattern":[62,98],"matching":[63],"approach":[64,83],"track":[66],"individual-level":[67],"indicators":[68,113],"using":[69],"data":[70],"fused":[71],"from":[72],"available":[73],"public":[74],"government/law":[76],"enforcement":[77],"databases.":[78],"We":[79],"show":[80],"provides":[84],"analysts":[85],"with":[86],"ability":[88],"find":[90],"full":[91],"partial":[93],"matches":[94],"against":[95],"query":[97],"radicalization,":[100],"means":[103],"quantify":[105],"pace":[107],"appearance":[110],"may":[115],"help":[116],"prioritize":[117],"investigative":[118],"resources":[121],"prevent":[123],"planned":[124],"attacks.":[125]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}