{"id":"https://openalex.org/W4410702284","doi":"https://doi.org/10.1007/978-3-031-89360-5_16","title":"Evaluating and\u00a0Extending Techniques for\u00a0Fine-Grained Text-Topic Prediction for\u00a0Digital Forensic Data","display_name":"Evaluating and\u00a0Extending Techniques for\u00a0Fine-Grained Text-Topic Prediction for\u00a0Digital Forensic Data","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4410702284","doi":"https://doi.org/10.1007/978-3-031-89360-5_16"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-89360-5_16","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-89360-5_16","pdf_url":null,"source":{"id":"https://openalex.org/S4393917809","display_name":"Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering","issn_l":"1867-8211","issn":["1867-8211","1867-822X"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering","raw_type":"book-chapter"},"type":"book-chapter","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/A5117665669","display_name":"Khan Mohammad Al Farabi","orcid":"https://orcid.org/0009-0004-8270-9124"},"institutions":[{"id":"https://openalex.org/I165733156","display_name":"University of Georgia","ror":"https://ror.org/00te3t702","country_code":"US","type":"education","lineage":["https://openalex.org/I165733156"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Khan Mohammad Al Farabi","raw_affiliation_strings":["University of Georgia, Athens, USA"],"raw_orcid":"https://orcid.org/0009-0004-8270-9124","affiliations":[{"raw_affiliation_string":"University of Georgia, Athens, USA","institution_ids":["https://openalex.org/I165733156"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014913714","display_name":"Gagan Agrawal","orcid":"https://orcid.org/0000-0002-2609-1428"},"institutions":[{"id":"https://openalex.org/I165733156","display_name":"University of Georgia","ror":"https://ror.org/00te3t702","country_code":"US","type":"education","lineage":["https://openalex.org/I165733156"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Gagan Agrawal","raw_affiliation_strings":["University of Georgia, Athens, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Georgia, Athens, USA","institution_ids":["https://openalex.org/I165733156"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085777000","display_name":"Gokila Dorai","orcid":"https://orcid.org/0000-0001-5825-7034"},"institutions":[{"id":"https://openalex.org/I25041050","display_name":"Augusta University","ror":"https://ror.org/012mef835","country_code":"US","type":"education","lineage":["https://openalex.org/I25041050"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Gokila Dorai","raw_affiliation_strings":["Augusta University, Augusta, GA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Augusta University, Augusta, GA, USA","institution_ids":["https://openalex.org/I25041050"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114815466","display_name":"Rajon Bardhan","orcid":null},"institutions":[{"id":"https://openalex.org/I25041050","display_name":"Augusta University","ror":"https://ror.org/012mef835","country_code":"US","type":"education","lineage":["https://openalex.org/I25041050"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Rajon Bardhan","raw_affiliation_strings":["Augusta University, Augusta, GA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Augusta University, Augusta, GA, USA","institution_ids":["https://openalex.org/I25041050"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021255667","display_name":"Hoda Maleki","orcid":"https://orcid.org/0000-0003-0364-6029"},"institutions":[{"id":"https://openalex.org/I25041050","display_name":"Augusta University","ror":"https://ror.org/012mef835","country_code":"US","type":"education","lineage":["https://openalex.org/I25041050"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hoda Maleki","raw_affiliation_strings":["Augusta University, Augusta, GA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Augusta University, Augusta, GA, USA","institution_ids":["https://openalex.org/I25041050"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5117665670","display_name":"Thomas E. Kadri","orcid":null},"institutions":[{"id":"https://openalex.org/I165733156","display_name":"University of Georgia","ror":"https://ror.org/00te3t702","country_code":"US","type":"education","lineage":["https://openalex.org/I165733156"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Thomas E. Kadri","raw_affiliation_strings":["University of Georgia, Athens, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Georgia, Athens, USA","institution_ids":["https://openalex.org/I165733156"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5117665669"],"corresponding_institution_ids":["https://openalex.org/I165733156"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.26183131,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"263","last_page":"278"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12034","display_name":"Digital and Cyber Forensics","score":0.9998000264167786,"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":0.9998000264167786,"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/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9957000017166138,"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"}},{"id":"https://openalex.org/T12519","display_name":"Cybercrime and Law Enforcement Studies","score":0.9884999990463257,"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/forensic-science","display_name":"Forensic science","score":0.6208553314208984},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6204230785369873},{"id":"https://openalex.org/keywords/digital-forensics","display_name":"Digital forensics","score":0.6094542145729065},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5186152458190918},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.34108227491378784},{"id":"https://openalex.org/keywords/history","display_name":"History","score":0.10232481360435486},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.10215181112289429},{"id":"https://openalex.org/keywords/archaeology","display_name":"Archaeology","score":0.09064996242523193}],"concepts":[{"id":"https://openalex.org/C140505726","wikidata":"https://www.wikidata.org/wiki/Q495304","display_name":"Forensic science","level":2,"score":0.6208553314208984},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6204230785369873},{"id":"https://openalex.org/C84418412","wikidata":"https://www.wikidata.org/wiki/Q3246940","display_name":"Digital forensics","level":2,"score":0.6094542145729065},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5186152458190918},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.34108227491378784},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.10232481360435486},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.10215181112289429},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.09064996242523193}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-031-89360-5_16","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-89360-5_16","pdf_url":null,"source":{"id":"https://openalex.org/S4393917809","display_name":"Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering","issn_l":"1867-8211","issn":["1867-8211","1867-822X"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering","raw_type":"book-chapter"},{"id":"pmh:oai:digitalcommons.law.uga.edu:fac_artchop-2739","is_oa":false,"landing_page_url":"https://digitalcommons.law.uga.edu/fac_artchop/1767","pdf_url":null,"source":{"id":"https://openalex.org/S4306401049","display_name":"eYLS (Yale Law School)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I32971472","host_organization_name":"Yale University","host_organization_lineage":["https://openalex.org/I32971472"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Scholarly Works","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.5}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W1826790618","https://openalex.org/W1968135554","https://openalex.org/W1998871699","https://openalex.org/W2016196732","https://openalex.org/W2083620785","https://openalex.org/W2129018774","https://openalex.org/W2140405352","https://openalex.org/W2145456657","https://openalex.org/W2164136210","https://openalex.org/W2628759714","https://openalex.org/W2756291343","https://openalex.org/W2897098291","https://openalex.org/W2937423263","https://openalex.org/W2956090150","https://openalex.org/W2970200208","https://openalex.org/W2970641574","https://openalex.org/W3036644138","https://openalex.org/W3098605233","https://openalex.org/W3100987608","https://openalex.org/W3105625590","https://openalex.org/W4231410305","https://openalex.org/W6604381581","https://openalex.org/W6675354045"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2115574256","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-06-13T06:13:01.061226","created_date":"2025-10-10T00:00:00"}
