{"id":"https://openalex.org/W2096962027","doi":"https://doi.org/10.1109/imcsit.2010.5679616","title":"Using Self Organizing Map to cluster Arabic crime documents","display_name":"Using Self Organizing Map to cluster Arabic crime documents","publication_year":2010,"publication_date":"2010-10-01","ids":{"openalex":"https://openalex.org/W2096962027","doi":"https://doi.org/10.1109/imcsit.2010.5679616","mag":"2096962027"},"language":"en","primary_location":{"id":"doi:10.1109/imcsit.2010.5679616","is_oa":false,"landing_page_url":"https://doi.org/10.1109/imcsit.2010.5679616","pdf_url":null,"source":{"id":"https://openalex.org/S4210192132","display_name":"Proceedings of the International Multiconference on Computer Science and Information Technology","issn_l":"1896-7094","issn":["1896-7094","2157-5525","2157-5533"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the International Multiconference on Computer Science and Information Technology","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/A5006122294","display_name":"Meshrif Alruily","orcid":"https://orcid.org/0000-0002-9479-1848"},"institutions":[{"id":"https://openalex.org/I66943878","display_name":"De Montfort University","ror":"https://ror.org/0312pnr83","country_code":"GB","type":"education","lineage":["https://openalex.org/I66943878"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"M Alruily","raw_affiliation_strings":["Software Technology Research Laboratory, De Montfort University, Leicester, UK","Software Technology Research Laboratory De Montfort University, The Gateway, Leicester, LE1 9BH UK"],"affiliations":[{"raw_affiliation_string":"Software Technology Research Laboratory, De Montfort University, Leicester, UK","institution_ids":["https://openalex.org/I66943878"]},{"raw_affiliation_string":"Software Technology Research Laboratory De Montfort University, The Gateway, Leicester, LE1 9BH UK","institution_ids":["https://openalex.org/I66943878"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055169998","display_name":"Aladdin Ayesh","orcid":"https://orcid.org/0000-0002-5883-6113"},"institutions":[{"id":"https://openalex.org/I66943878","display_name":"De Montfort University","ror":"https://ror.org/0312pnr83","country_code":"GB","type":"education","lineage":["https://openalex.org/I66943878"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"A Ayesh","raw_affiliation_strings":["Software Technology Research Laboratory, De Montfort University, Leicester, UK","Software Technology Research Laboratory De Montfort University, The Gateway, Leicester, LE1 9BH UK"],"affiliations":[{"raw_affiliation_string":"Software Technology Research Laboratory, De Montfort University, Leicester, UK","institution_ids":["https://openalex.org/I66943878"]},{"raw_affiliation_string":"Software Technology Research Laboratory De Montfort University, The Gateway, Leicester, LE1 9BH UK","institution_ids":["https://openalex.org/I66943878"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5075174264","display_name":"Abdulsamad Al-Marghilani","orcid":"https://orcid.org/0000-0002-6252-5561"},"institutions":[{"id":"https://openalex.org/I66943878","display_name":"De Montfort University","ror":"https://ror.org/0312pnr83","country_code":"GB","type":"education","lineage":["https://openalex.org/I66943878"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Abdulsamad Al-Marghilani","raw_affiliation_strings":["Software Technology Research Laboratory, De Montfort University, Leicester, UK","Software Technology Research Laboratory De Montfort University, The Gateway, Leicester, LE1 9BH UK"],"affiliations":[{"raw_affiliation_string":"Software Technology Research Laboratory, De Montfort University, Leicester, UK","institution_ids":["https://openalex.org/I66943878"]},{"raw_affiliation_string":"Software Technology Research Laboratory De Montfort University, The Gateway, Leicester, LE1 9BH UK","institution_ids":["https://openalex.org/I66943878"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5006122294"],"corresponding_institution_ids":["https://openalex.org/I66943878"],"apc_list":null,"apc_paid":null,"fwci":4.2849,"has_fulltext":false,"cited_by_count":21,"citation_normalized_percentile":{"value":0.9500142,"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":"357","last_page":"363"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9811999797821045,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9811999797821045,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9807999730110168,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12034","display_name":"Digital and Cyber Forensics","score":0.9754999876022339,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7803738117218018},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.7345433235168457},{"id":"https://openalex.org/keywords/arabic","display_name":"Arabic","score":0.6982907056808472},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6287511587142944},{"id":"https://openalex.org/keywords/relation","display_name":"Relation (database)","score":0.602956235408783},{"id":"https://openalex.org/keywords/self-organizing-map","display_name":"Self-organizing map","score":0.6028233170509338},{"id":"https://openalex.org/keywords/relationship-extraction","display_name":"Relationship extraction","score":0.56749027967453},{"id":"https://openalex.org/keywords/dependency","display_name":"Dependency (UML)","score":0.5293840765953064},{"id":"https://openalex.org/keywords/information-extraction","display_name":"Information extraction","score":0.48960167169570923},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.48519423604011536},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.47007113695144653},{"id":"https://openalex.org/keywords/crime-analysis","display_name":"Crime analysis","score":0.4627995193004608},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.42164507508277893},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.41356736421585083},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.41217291355133057},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.09421536326408386},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.06954658031463623}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7803738117218018},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7345433235168457},{"id":"https://openalex.org/C96455323","wikidata":"https://www.wikidata.org/wiki/Q13955","display_name":"Arabic","level":2,"score":0.6982907056808472},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6287511587142944},{"id":"https://openalex.org/C25343380","wikidata":"https://www.wikidata.org/wiki/Q277521","display_name":"Relation (database)","level":2,"score":0.602956235408783},{"id":"https://openalex.org/C111168008","wikidata":"https://www.wikidata.org/wiki/Q1136838","display_name":"Self-organizing map","level":3,"score":0.6028233170509338},{"id":"https://openalex.org/C153604712","wikidata":"https://www.wikidata.org/wiki/Q7310755","display_name":"Relationship extraction","level":3,"score":0.56749027967453},{"id":"https://openalex.org/C19768560","wikidata":"https://www.wikidata.org/wiki/Q320727","display_name":"Dependency (UML)","level":2,"score":0.5293840765953064},{"id":"https://openalex.org/C195807954","wikidata":"https://www.wikidata.org/wiki/Q1662562","display_name":"Information extraction","level":2,"score":0.48960167169570923},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.48519423604011536},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.47007113695144653},{"id":"https://openalex.org/C2776876444","wikidata":"https://www.wikidata.org/wiki/Q2845200","display_name":"Crime analysis","level":2,"score":0.4627995193004608},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.42164507508277893},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.41356736421585083},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.41217291355133057},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.09421536326408386},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.06954658031463623},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","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/C73484699","wikidata":"https://www.wikidata.org/wiki/Q161733","display_name":"Criminology","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","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}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/imcsit.2010.5679616","is_oa":false,"landing_page_url":"https://doi.org/10.1109/imcsit.2010.5679616","pdf_url":null,"source":{"id":"https://openalex.org/S4210192132","display_name":"Proceedings of the International Multiconference on Computer Science and Information Technology","issn_l":"1896-7094","issn":["1896-7094","2157-5525","2157-5533"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the International Multiconference on Computer Science and Information Technology","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.636.7322","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.636.7322","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.proceedings2010.imcsit.org/pliks/154.pdf","raw_type":"text"},{"id":"pmh:oai:dora.dmu.ac.uk:2086/4603","is_oa":false,"landing_page_url":"http://hdl.handle.net/2086/4603","pdf_url":null,"source":{"id":"https://openalex.org/S4306400394","display_name":"DMU Open Research Archive (De Montfort University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I66943878","host_organization_name":"De Montfort University","host_organization_lineage":["https://openalex.org/I66943878"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.7900000214576721,"id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W5181222","https://openalex.org/W374189204","https://openalex.org/W1523665759","https://openalex.org/W1533057952","https://openalex.org/W1563497747","https://openalex.org/W1728883788","https://openalex.org/W1964428610","https://openalex.org/W2009243015","https://openalex.org/W2110645462","https://openalex.org/W2113674661","https://openalex.org/W2128003338","https://openalex.org/W2150500463","https://openalex.org/W2164949130","https://openalex.org/W2419058555","https://openalex.org/W2736640810","https://openalex.org/W2758448698","https://openalex.org/W2785349534","https://openalex.org/W3088104242","https://openalex.org/W4255316938","https://openalex.org/W6600225874","https://openalex.org/W6631407624","https://openalex.org/W6633643324","https://openalex.org/W6679136918","https://openalex.org/W6717392629","https://openalex.org/W6744951474","https://openalex.org/W6747435310","https://openalex.org/W6783085441"],"related_works":["https://openalex.org/W842810586","https://openalex.org/W4319940250","https://openalex.org/W2352298027","https://openalex.org/W2092919065","https://openalex.org/W3138801416","https://openalex.org/W4236762297","https://openalex.org/W2444550338","https://openalex.org/W2369351710","https://openalex.org/W2594363579","https://openalex.org/W2169232658"],"abstract_inverted_index":{"This":[0,37,73],"paper":[1],"presents":[2],"a":[3],"system":[4],"that":[5,85],"combines":[6],"two":[7],"text":[8],"mining":[9],"techniques;":[10],"information":[11,23],"extraction":[12,24],"and":[13,35],"clustering.":[14],"A":[15],"rule-based":[16],"approach":[17],"is":[18,62,75],"used":[19,63],"to":[20,53,64],"perform":[21],"the":[22,28,48,54,57,80,86],"task,":[25,56],"based":[26,69],"on":[27,70],"dependency":[29],"relation":[30],"between":[31],"some":[32],"intransitive":[33],"verbs":[34],"prepositions.":[36],"relationship":[38],"helps":[39],"in":[40],"extracting":[41],"types":[42],"of":[43,82],"crime":[44,49,67,71],"from":[45],"documents":[46,68],"within":[47],"domain.":[50],"With":[51],"regard":[52],"clustering":[55],"Self":[58],"Organizing":[59],"Map":[60],"(SOM)":[61],"cluster":[65],"Arabic":[66],"types.":[72],"work":[74],"then":[76],"validated":[77],"through":[78],"experiments,":[79],"results":[81],"which":[83],"show":[84],"techniques":[87],"developed":[88],"here":[89],"are":[90],"promising.":[91]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2015,"cited_by_count":4},{"year":2014,"cited_by_count":3},{"year":2013,"cited_by_count":4}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}