{"id":"https://openalex.org/W4390831344","doi":"https://doi.org/10.3233/faia231197","title":"A Study on the Prediction of Illegal Fishing Crime in the Yangtze River Basin","display_name":"A Study on the Prediction of Illegal Fishing Crime in the Yangtze River Basin","publication_year":2024,"publication_date":"2024-01-12","ids":{"openalex":"https://openalex.org/W4390831344","doi":"https://doi.org/10.3233/faia231197"},"language":"en","primary_location":{"id":"doi:10.3233/faia231197","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3233/faia231197","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/FAIA231197","source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/FAIA231197","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5034765105","display_name":"Weiyang Hao","orcid":null},"institutions":[{"id":"https://openalex.org/I4210090357","display_name":"Nanjing Forest Police College","ror":"https://ror.org/00adax290","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210090357"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Weiyang Hao","raw_affiliation_strings":["School of Information Technology, Nanjing Forest Police College, Nanjing 210023, China","School of information technology, Nanjing Forest Police College, Nanjing 210023, China;"],"affiliations":[{"raw_affiliation_string":"School of Information Technology, Nanjing Forest Police College, Nanjing 210023, China","institution_ids":["https://openalex.org/I4210090357"]},{"raw_affiliation_string":"School of information technology, Nanjing Forest Police College, Nanjing 210023, China;","institution_ids":["https://openalex.org/I4210090357"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100416438","display_name":"Xiangdong Li","orcid":"https://orcid.org/0000-0002-4044-2888"},"institutions":[{"id":"https://openalex.org/I4210090357","display_name":"Nanjing Forest Police College","ror":"https://ror.org/00adax290","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210090357"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiang Li","raw_affiliation_strings":["School of Information Technology, Nanjing Forest Police College, Nanjing 210023, China","School of information technology, Nanjing Forest Police College, Nanjing 210023, China;"],"affiliations":[{"raw_affiliation_string":"School of Information Technology, Nanjing Forest Police College, Nanjing 210023, China","institution_ids":["https://openalex.org/I4210090357"]},{"raw_affiliation_string":"School of information technology, Nanjing Forest Police College, Nanjing 210023, China;","institution_ids":["https://openalex.org/I4210090357"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100617023","display_name":"Qi Zhou","orcid":"https://orcid.org/0000-0002-6549-9362"},"institutions":[{"id":"https://openalex.org/I4210090357","display_name":"Nanjing Forest Police College","ror":"https://ror.org/00adax290","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210090357"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qi Zhou","raw_affiliation_strings":["School of Information Technology, Nanjing Forest Police College, Nanjing 210023, China","School of information technology, Nanjing Forest Police College, Nanjing 210023, China;"],"affiliations":[{"raw_affiliation_string":"School of Information Technology, Nanjing Forest Police College, Nanjing 210023, China","institution_ids":["https://openalex.org/I4210090357"]},{"raw_affiliation_string":"School of information technology, Nanjing Forest Police College, Nanjing 210023, China;","institution_ids":["https://openalex.org/I4210090357"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5034765105"],"corresponding_institution_ids":["https://openalex.org/I4210090357"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.00892857,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12388","display_name":"Identification and Quantification in Food","score":0.4293000102043152,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T12388","display_name":"Identification and Quantification in Food","score":0.4293000102043152,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T14139","display_name":"E-commerce and Technology Innovations","score":0.40290001034736633,"subfield":{"id":"https://openalex.org/subfields/1403","display_name":"Business and International Management"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/fishing","display_name":"Fishing","score":0.7656022310256958},{"id":"https://openalex.org/keywords/yangtze-river","display_name":"Yangtze river","score":0.6160005331039429},{"id":"https://openalex.org/keywords/suspect","display_name":"Suspect","score":0.5728704929351807},{"id":"https://openalex.org/keywords/structural-basin","display_name":"Structural basin","score":0.5256496667861938},{"id":"https://openalex.org/keywords/crime-control","display_name":"Crime control","score":0.4981973171234131},{"id":"https://openalex.org/keywords/scope","display_name":"Scope (computer science)","score":0.4627191424369812},{"id":"https://openalex.org/keywords/fishery","display_name":"Fishery","score":0.4012278914451599},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.39690178632736206},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.3272860646247864},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.21318340301513672},{"id":"https://openalex.org/keywords/law","display_name":"Law","score":0.2042534053325653},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.16543835401535034},{"id":"https://openalex.org/keywords/china","display_name":"China","score":0.14890021085739136}],"concepts":[{"id":"https://openalex.org/C514101110","wikidata":"https://www.wikidata.org/wiki/Q14373","display_name":"Fishing","level":2,"score":0.7656022310256958},{"id":"https://openalex.org/C3018003528","wikidata":"https://www.wikidata.org/wiki/Q5413","display_name":"Yangtze river","level":3,"score":0.6160005331039429},{"id":"https://openalex.org/C2778223634","wikidata":"https://www.wikidata.org/wiki/Q224952","display_name":"Suspect","level":2,"score":0.5728704929351807},{"id":"https://openalex.org/C109007969","wikidata":"https://www.wikidata.org/wiki/Q749565","display_name":"Structural basin","level":2,"score":0.5256496667861938},{"id":"https://openalex.org/C2776157319","wikidata":"https://www.wikidata.org/wiki/Q5185258","display_name":"Crime control","level":3,"score":0.4981973171234131},{"id":"https://openalex.org/C2778012447","wikidata":"https://www.wikidata.org/wiki/Q1034415","display_name":"Scope (computer science)","level":2,"score":0.4627191424369812},{"id":"https://openalex.org/C505870484","wikidata":"https://www.wikidata.org/wiki/Q180538","display_name":"Fishery","level":1,"score":0.4012278914451599},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.39690178632736206},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.3272860646247864},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.21318340301513672},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.2042534053325653},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.16543835401535034},{"id":"https://openalex.org/C191935318","wikidata":"https://www.wikidata.org/wiki/Q148","display_name":"China","level":2,"score":0.14890021085739136},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C102587632","wikidata":"https://www.wikidata.org/wiki/Q117488","display_name":"Criminal justice","level":2,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/faia231197","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3233/faia231197","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/FAIA231197","source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"}],"best_oa_location":{"id":"doi:10.3233/faia231197","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3233/faia231197","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/FAIA231197","source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"},"sustainable_development_goals":[{"score":0.5699999928474426,"id":"https://metadata.un.org/sdg/14","display_name":"Life below water"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4390831344.pdf","grobid_xml":"https://content.openalex.org/works/W4390831344.grobid-xml"},"referenced_works_count":2,"referenced_works":["https://openalex.org/W2031838470","https://openalex.org/W4246219036"],"related_works":["https://openalex.org/W3197016913","https://openalex.org/W2389153751","https://openalex.org/W4386728183","https://openalex.org/W4292622136","https://openalex.org/W2185015567","https://openalex.org/W2394191954","https://openalex.org/W2113933481","https://openalex.org/W4225847548","https://openalex.org/W2559305818","https://openalex.org/W4366496396"],"abstract_inverted_index":{"In":[0,59],"2020,":[1],"the":[2,11,55,69,75,85,97,103,109,116,131,140,149],"state":[3],"issued":[4],"a":[5,161],"ten-year":[6],"ban":[7],"on":[8],"fishing":[9,29,52,128,144],"in":[10,49,54,130],"Yangtze":[12,56,132],"River":[13,57,133],"basin,":[14],"which":[15],"has":[16],"put":[17],"forward":[18],"more":[19],"stringent":[20],"requirements":[21],"for":[22,47,139,166],"public":[23],"security":[24],"officers":[25],"to":[26,95,107,120],"combat":[27],"illegal":[28,51,127,143],"crimes.":[30],"At":[31],"present,":[32],"there":[33],"are":[34],"problems":[35],"such":[36],"as":[37,66,82],"low":[38],"control":[39,169],"efficiency,":[40],"limited":[41],"monitoring":[42],"scope":[43],"and":[44,100,112,159,163,168,170],"no":[45],"direction":[46],"arrests":[48],"combating":[50],"activities":[53],"basin.":[58,134],"this":[60],"paper,":[61],"we":[62],"use":[63,79,84,102],"police":[64],"data":[65],"samples,":[67],"extract":[68],"characteristics":[70,81],"of":[71,87,89,115,126,142,145,151],"criminal":[72],"personnel":[73],"using":[74],"TF-IDF":[76],"algorithm,":[77],"then":[78],"these":[80],"weights,":[83],"combination":[86],"coefficient":[88],"variation":[90],"plus":[91],"hierarchical":[92],"analysis":[93],"algorithm":[94],"predict":[96],"key":[98],"suspect,":[99],"finally":[101],"trajectory":[104],"carving":[105],"model":[106,125],"carve":[108],"front,":[110],"middle":[111],"back":[113],"ends":[114],"suspect\u2019s":[117],"crime":[118],"execution":[119],"establish":[121],"an":[122],"early":[123],"warning":[124],"crimes":[129],"It":[135],"provides":[136],"investigative":[137],"ideas":[138],"detection":[141],"aquatic":[146,154],"products,":[147,155],"curbs":[148],"spread":[150],"illegally":[152],"caught":[153],"improves":[156],"regulatory":[157],"measures":[158],"forms":[160],"normal":[162],"long-term":[164],"mechanism":[165],"prevention":[167],"governance.":[171]},"counts_by_year":[],"updated_date":"2025-12-22T23:10:17.713674","created_date":"2025-10-10T00:00:00"}