{"id":"https://openalex.org/W2512449549","doi":"https://doi.org/10.1145/2939672.2939708","title":"Minimizing Legal Exposure of High-Tech Companies through Collaborative Filtering Methods","display_name":"Minimizing Legal Exposure of High-Tech Companies through Collaborative Filtering Methods","publication_year":2016,"publication_date":"2016-08-08","ids":{"openalex":"https://openalex.org/W2512449549","doi":"https://doi.org/10.1145/2939672.2939708","mag":"2512449549"},"language":"en","primary_location":{"id":"doi:10.1145/2939672.2939708","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2939672.2939708","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining","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/A5051178997","display_name":"Bo Jin","orcid":"https://orcid.org/0000-0002-4094-7499"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Bo Jin","raw_affiliation_strings":["Dalian University of Technology, Dalian, China"],"affiliations":[{"raw_affiliation_string":"Dalian University of Technology, Dalian, China","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008461757","display_name":"Chao Che","orcid":"https://orcid.org/0000-0003-2978-5430"},"institutions":[{"id":"https://openalex.org/I4210092944","display_name":"Dalian University","ror":"https://ror.org/00g2ypp58","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210092944"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chao Che","raw_affiliation_strings":["Dalian University, Dalian, China"],"affiliations":[{"raw_affiliation_string":"Dalian University, Dalian, China","institution_ids":["https://openalex.org/I4210092944"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001160531","display_name":"Kuifei Yu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kuifei Yu","raw_affiliation_strings":["Zhigu Tech, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Zhigu Tech, Beijing, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005662302","display_name":"Yue Qu","orcid":"https://orcid.org/0000-0002-2133-4208"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yue Qu","raw_affiliation_strings":["Dalian University of Technology, Dalian, China"],"affiliations":[{"raw_affiliation_string":"Dalian University of Technology, Dalian, China","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101747894","display_name":"Li Guo","orcid":"https://orcid.org/0000-0002-7881-5782"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Li Guo","raw_affiliation_strings":["Dalian University of Technology, Dalian, China"],"affiliations":[{"raw_affiliation_string":"Dalian University of Technology, Dalian, China","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044159959","display_name":"Cuili Yao","orcid":"https://orcid.org/0000-0002-6998-842X"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Cuili Yao","raw_affiliation_strings":["Dalian University of Technology, Dalian, China"],"affiliations":[{"raw_affiliation_string":"Dalian University of Technology, Dalian, China","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060088885","display_name":"Ruiyun Yu","orcid":"https://orcid.org/0000-0003-0523-6242"},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ruiyun Yu","raw_affiliation_strings":["Northeastern University, Shenyang, China"],"affiliations":[{"raw_affiliation_string":"Northeastern University, Shenyang, China","institution_ids":["https://openalex.org/I9224756"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100381999","display_name":"Qiang Zhang","orcid":"https://orcid.org/0000-0003-3776-9799"},"institutions":[{"id":"https://openalex.org/I4210092944","display_name":"Dalian University","ror":"https://ror.org/00g2ypp58","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210092944"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qiang Zhang","raw_affiliation_strings":["Dalian University, Dalian, China"],"affiliations":[{"raw_affiliation_string":"Dalian University, Dalian, China","institution_ids":["https://openalex.org/I4210092944"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5051178997"],"corresponding_institution_ids":["https://openalex.org/I27357992"],"apc_list":null,"apc_paid":null,"fwci":4.805,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.94604785,"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":"127","last_page":"136"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10856","display_name":"Intellectual Property and Patents","score":0.9976999759674072,"subfield":{"id":"https://openalex.org/subfields/1405","display_name":"Management of Technology and Innovation"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10856","display_name":"Intellectual Property and Patents","score":0.9976999759674072,"subfield":{"id":"https://openalex.org/subfields/1405","display_name":"Management of Technology and Innovation"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T13851","display_name":"Law, AI, and Intellectual Property","score":0.9121999740600586,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/competitor-analysis","display_name":"Competitor analysis","score":0.8673756718635559},{"id":"https://openalex.org/keywords/high-tech","display_name":"High tech","score":0.7124571204185486},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.605806291103363},{"id":"https://openalex.org/keywords/lawsuit","display_name":"Lawsuit","score":0.5926297307014465},{"id":"https://openalex.org/keywords/margin","display_name":"Margin (machine learning)","score":0.5865161418914795},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.5770678520202637},{"id":"https://openalex.org/keywords/competition","display_name":"Competition (biology)","score":0.4950660765171051},{"id":"https://openalex.org/keywords/litigation-risk-analysis","display_name":"Litigation risk analysis","score":0.45264604687690735},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.43614262342453003},{"id":"https://openalex.org/keywords/industrial-organization","display_name":"Industrial organization","score":0.3611409664154053},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.34192684292793274},{"id":"https://openalex.org/keywords/risk-analysis","display_name":"Risk analysis (engineering)","score":0.33524608612060547},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.33200135827064514},{"id":"https://openalex.org/keywords/accounting","display_name":"Accounting","score":0.1676424741744995},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.1664206087589264},{"id":"https://openalex.org/keywords/law","display_name":"Law","score":0.11949127912521362}],"concepts":[{"id":"https://openalex.org/C127576917","wikidata":"https://www.wikidata.org/wiki/Q624630","display_name":"Competitor analysis","level":2,"score":0.8673756718635559},{"id":"https://openalex.org/C191920346","wikidata":"https://www.wikidata.org/wiki/Q466410","display_name":"High tech","level":2,"score":0.7124571204185486},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.605806291103363},{"id":"https://openalex.org/C2777134139","wikidata":"https://www.wikidata.org/wiki/Q697327","display_name":"Lawsuit","level":2,"score":0.5926297307014465},{"id":"https://openalex.org/C774472","wikidata":"https://www.wikidata.org/wiki/Q6760393","display_name":"Margin (machine learning)","level":2,"score":0.5865161418914795},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.5770678520202637},{"id":"https://openalex.org/C91306197","wikidata":"https://www.wikidata.org/wiki/Q45767","display_name":"Competition (biology)","level":2,"score":0.4950660765171051},{"id":"https://openalex.org/C154307955","wikidata":"https://www.wikidata.org/wiki/Q6648555","display_name":"Litigation risk analysis","level":3,"score":0.45264604687690735},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.43614262342453003},{"id":"https://openalex.org/C40700","wikidata":"https://www.wikidata.org/wiki/Q1411783","display_name":"Industrial organization","level":1,"score":0.3611409664154053},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.34192684292793274},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.33524608612060547},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.33200135827064514},{"id":"https://openalex.org/C121955636","wikidata":"https://www.wikidata.org/wiki/Q4116214","display_name":"Accounting","level":1,"score":0.1676424741744995},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.1664206087589264},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.11949127912521362},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","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/C199521495","wikidata":"https://www.wikidata.org/wiki/Q181487","display_name":"Audit","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2939672.2939708","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2939672.2939708","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Partnerships for the goals","id":"https://metadata.un.org/sdg/17","score":0.44999998807907104}],"awards":[{"id":"https://openalex.org/G4452285382","display_name":null,"funder_award_id":"61402068, 61425002","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W188487579","https://openalex.org/W1515943512","https://openalex.org/W1555836061","https://openalex.org/W1567796852","https://openalex.org/W1589741057","https://openalex.org/W1887152925","https://openalex.org/W1970695081","https://openalex.org/W1972702102","https://openalex.org/W1997328961","https://openalex.org/W2008443823","https://openalex.org/W2059004071","https://openalex.org/W2072459098","https://openalex.org/W2080320419","https://openalex.org/W2098512035","https://openalex.org/W2152208379","https://openalex.org/W2156530810","https://openalex.org/W2768851497","https://openalex.org/W3125530112","https://openalex.org/W3125844756","https://openalex.org/W4214581530","https://openalex.org/W6633828353"],"related_works":["https://openalex.org/W2363627120","https://openalex.org/W2524793615","https://openalex.org/W2111961793","https://openalex.org/W2359497182","https://openalex.org/W3123038388","https://openalex.org/W2145203205","https://openalex.org/W3125155726","https://openalex.org/W2356447286","https://openalex.org/W3034358445","https://openalex.org/W4366978084"],"abstract_inverted_index":{"Patent":[0,25],"litigation":[1,26,56,124,139,190],"not":[2],"only":[3],"covers":[4],"legal":[5],"and":[6,99,134,156,176,201],"technical":[7],"issues,":[8],"it":[9],"is":[10],"also":[11],"a":[12,47,62,101,127,171,177,193,198,205,210,230],"key":[13],"consideration":[14],"for":[15,131,143],"managers":[16],"of":[17,31,55,65,77,104,168],"high-technology":[18],"(high-tech)":[19],"companies":[20,133],"when":[21,85],"making":[22],"strategic":[23],"decisions.":[24],"influences":[27],"the":[28,53,89,123,138,166,185,189,202,213,223],"market":[29,200],"value":[30],"high-tech":[32,132,144],"companies.":[33,145],"However,":[34],"this":[35,40,43,94],"raises":[36],"unique":[37],"challenges.":[38],"To":[39,92],"end,":[41],"in":[42,126,184],"paper,":[44],"we":[45,97,160],"develop":[46],"novel":[48],"recommendation":[49,95],"framework":[50],"to":[51,88,108,121,136,164,196],"solve":[52],"problem":[54],"risk":[57,125,140,191,203],"prediction.":[58],"We":[59],"will":[60],"introduce":[61],"specific":[63,128],"type":[64],"patent-related":[66],"litigation,":[67],"that":[68,204,222],"is,":[69],"Section":[70,111],"337":[71,112],"investigations,":[72],"which":[73],"prohibit":[74],"all":[75,110],"acts":[76],"unfair":[78,82],"competition,":[79],"or":[80],"any":[81],"trade":[83],"practices,":[84],"exporting":[86],"products":[87],"United":[90],"States.":[91],"build":[93],"framework,":[96],"collect":[98],"exploit":[100],"large":[102],"amount":[103],"published":[105],"information":[106],"related":[107,157],"almost":[109],"investigation":[113,154],"cases.":[114],"This":[115],"study":[116],"has":[117],"two":[118,162],"aims:":[119,170],"(1)":[120],"predict":[122,137],"industry":[129],"category":[130],"(2)":[135],"from":[141],"competitors":[142],"These":[146],"aims":[147],"can":[148],"be":[149],"achieved":[150],"by":[151],"mining":[152],"historical":[153],"cases":[155],"patents.":[158],"Specifically,":[159],"propose":[161],"methods":[163,225],"meet":[165],"needs":[167],"both":[169],"proximal":[172],"slope":[173],"one":[174],"predictor":[175],"time-aware":[178],"predictor.":[179],"Several":[180],"factors":[181],"are":[182],"considered":[183],"proposed":[186,224],"methods,":[187],"including":[188],"if":[192],"company":[194],"wants":[195],"enter":[197],"new":[199,214],"potential":[206],"competitor":[207],"would":[208],"file":[209],"lawsuit":[211],"against":[212],"entrant.":[215],"Comparative":[216],"experiments":[217],"using":[218],"real-world":[219],"data":[220],"demonstrate":[221],"outperform":[226],"several":[227],"baselines":[228],"with":[229],"significant":[231],"margin.":[232]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":5},{"year":2017,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
