{"id":"https://openalex.org/W3035902487","doi":"https://doi.org/10.1109/isdfs49300.2020.9116442","title":"Intelligence in Digital Forensics Process","display_name":"Intelligence in Digital Forensics Process","publication_year":2020,"publication_date":"2020-06-01","ids":{"openalex":"https://openalex.org/W3035902487","doi":"https://doi.org/10.1109/isdfs49300.2020.9116442","mag":"3035902487"},"language":"en","primary_location":{"id":"doi:10.1109/isdfs49300.2020.9116442","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isdfs49300.2020.9116442","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 8th International Symposium on Digital Forensics and Security (ISDFS)","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/A5026033945","display_name":"Iliyasu Yahaya Adam","orcid":null},"institutions":[{"id":"https://openalex.org/I4210152770","display_name":"Kano State University of Technology","ror":"https://ror.org/042rjfn67","country_code":"NG","type":"education","lineage":["https://openalex.org/I4210152770"]}],"countries":["NG"],"is_corresponding":true,"raw_author_name":"Iliyasu Yahaya Adam","raw_affiliation_strings":["Department of Computer Science, Kano University of Science and Technology, Kura, Kano State, Nigeria"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Kano University of Science and Technology, Kura, Kano State, Nigeria","institution_ids":["https://openalex.org/I4210152770"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5061796733","display_name":"Cihan Varol","orcid":"https://orcid.org/0000-0002-4940-6808"},"institutions":[{"id":"https://openalex.org/I191429286","display_name":"Sam Houston State University","ror":"https://ror.org/00yh3cz06","country_code":"US","type":"education","lineage":["https://openalex.org/I191429286"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Cihan Varol","raw_affiliation_strings":["Computer Science Department, Sam Houston State University, Huntsville, TX, USA"],"affiliations":[{"raw_affiliation_string":"Computer Science Department, Sam Houston State University, Huntsville, TX, USA","institution_ids":["https://openalex.org/I191429286"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5026033945"],"corresponding_institution_ids":["https://openalex.org/I4210152770"],"apc_list":null,"apc_paid":null,"fwci":2.6691,"has_fulltext":false,"cited_by_count":18,"citation_normalized_percentile":{"value":0.91951098,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":93,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12034","display_name":"Digital and Cyber Forensics","score":0.9998999834060669,"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/T12034","display_name":"Digital and Cyber Forensics","score":0.9998999834060669,"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/T12357","display_name":"Digital Media Forensic Detection","score":0.9975000023841858,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9830999970436096,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/digital-forensics","display_name":"Digital forensics","score":0.8336267471313477},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8049047589302063},{"id":"https://openalex.org/keywords/computer-forensics","display_name":"Computer forensics","score":0.6699278950691223},{"id":"https://openalex.org/keywords/network-forensics","display_name":"Network forensics","score":0.6572102308273315},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.6567457914352417},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.561791718006134},{"id":"https://openalex.org/keywords/digital-evidence","display_name":"Digital evidence","score":0.524087131023407},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.45645448565483093},{"id":"https://openalex.org/keywords/block","display_name":"Block (permutation group theory)","score":0.4199424982070923},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.34956157207489014},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.33401793241500854}],"concepts":[{"id":"https://openalex.org/C84418412","wikidata":"https://www.wikidata.org/wiki/Q3246940","display_name":"Digital forensics","level":2,"score":0.8336267471313477},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8049047589302063},{"id":"https://openalex.org/C556601545","wikidata":"https://www.wikidata.org/wiki/Q878553","display_name":"Computer forensics","level":3,"score":0.6699278950691223},{"id":"https://openalex.org/C50747538","wikidata":"https://www.wikidata.org/wiki/Q7001032","display_name":"Network forensics","level":3,"score":0.6572102308273315},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6567457914352417},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.561791718006134},{"id":"https://openalex.org/C2781357168","wikidata":"https://www.wikidata.org/wiki/Q5276084","display_name":"Digital evidence","level":3,"score":0.524087131023407},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.45645448565483093},{"id":"https://openalex.org/C2777210771","wikidata":"https://www.wikidata.org/wiki/Q4927124","display_name":"Block (permutation group theory)","level":2,"score":0.4199424982070923},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34956157207489014},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.33401793241500854},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isdfs49300.2020.9116442","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isdfs49300.2020.9116442","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 8th International Symposium on Digital Forensics and Security (ISDFS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.7300000190734863}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":44,"referenced_works":["https://openalex.org/W1489517460","https://openalex.org/W1495532802","https://openalex.org/W1578214428","https://openalex.org/W1722103890","https://openalex.org/W1881830515","https://openalex.org/W1965203120","https://openalex.org/W1969177875","https://openalex.org/W1975296463","https://openalex.org/W1999234217","https://openalex.org/W2018809585","https://openalex.org/W2026744384","https://openalex.org/W2045432444","https://openalex.org/W2082345425","https://openalex.org/W2084622864","https://openalex.org/W2086549170","https://openalex.org/W2102233735","https://openalex.org/W2123715193","https://openalex.org/W2159280848","https://openalex.org/W2294155244","https://openalex.org/W2317317641","https://openalex.org/W2399371291","https://openalex.org/W2418794359","https://openalex.org/W2509553260","https://openalex.org/W2515014355","https://openalex.org/W2529303197","https://openalex.org/W2564598968","https://openalex.org/W2611297783","https://openalex.org/W2626615103","https://openalex.org/W2762506549","https://openalex.org/W2765088361","https://openalex.org/W2806045169","https://openalex.org/W2808605608","https://openalex.org/W2893204368","https://openalex.org/W2899084891","https://openalex.org/W2921873462","https://openalex.org/W2969959213","https://openalex.org/W4236914832","https://openalex.org/W6639231478","https://openalex.org/W6656883986","https://openalex.org/W6713051274","https://openalex.org/W6725646092","https://openalex.org/W6739716601","https://openalex.org/W6767058950","https://openalex.org/W7065646563"],"related_works":["https://openalex.org/W4238452393","https://openalex.org/W2489557937","https://openalex.org/W2480188389","https://openalex.org/W4283205458","https://openalex.org/W4240498326","https://openalex.org/W3001565613","https://openalex.org/W3018602826","https://openalex.org/W2904082727","https://openalex.org/W2073008201","https://openalex.org/W4391002340"],"abstract_inverted_index":{"Digital":[0],"forensics":[1],"is":[2],"the":[3,39,45,49,54,59,80,84,101],"digital":[4,12,60,70,102],"equivalence":[5],"of":[6,23,44,51,86],"traditional":[7,31],"crime":[8],"investigations":[9,33],"that":[10],"leverages":[11],"technologies":[13],"to":[14,65,82,97],"facilitate":[15],"criminal":[16],"investigations.":[17],"The":[18],"expertise":[19],"and":[20,42,68,88,105],"previous":[21],"experience":[22],"an":[24,35],"investigator":[25],"or":[26],"any":[27],"security":[28],"agent":[29],"in":[30,38,53,58,79,100],"forensic":[32,120],"play":[34],"important":[36],"role":[37],"success,":[40],"efficiency,":[41],"effectiveness":[43],"investigation.":[46,121],"Similarly":[47],"employing":[48],"power":[50],"intelligence":[52,99],"current":[55],"computational":[56],"resources":[57],"investigation":[61,71,103],"process":[62,104],"will":[63],"lead":[64],"more":[66],"efficient":[67],"effective":[69],"results.":[72],"This":[73],"study":[74],"builds":[75],"on":[76,93],"existing":[77],"works":[78],"literature":[81],"propose":[83],"use":[85],"clustering":[87],"classification":[89],"machine":[90],"learning":[91],"algorithms":[92],"evolving":[94],"database":[95],"files":[96],"achieve":[98],"finally":[106],"come":[107],"up":[108],"with":[109],"a":[110,115],"comprehensive":[111],"block":[112],"diagram":[113],"as":[114],"general-purpose":[116],"framework":[117],"for":[118],"intelligent":[119]},"counts_by_year":[{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}