{"id":"https://openalex.org/W4293253984","doi":"https://doi.org/10.1109/pst55820.2022.9851977","title":"Privacy Policy Analysis with Sentence Classification","display_name":"Privacy Policy Analysis with Sentence Classification","publication_year":2022,"publication_date":"2022-08-22","ids":{"openalex":"https://openalex.org/W4293253984","doi":"https://doi.org/10.1109/pst55820.2022.9851977"},"language":"en","primary_location":{"id":"doi:10.1109/pst55820.2022.9851977","is_oa":false,"landing_page_url":"https://doi.org/10.1109/pst55820.2022.9851977","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 19th Annual International Conference on Privacy, Security &amp; Trust (PST)","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/A5051097499","display_name":"Andrick Adhikari","orcid":null},"institutions":[{"id":"https://openalex.org/I131651094","display_name":"University of Denver","ror":"https://ror.org/04w7skc03","country_code":"US","type":"education","lineage":["https://openalex.org/I131651094"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Andrick Adhikari","raw_affiliation_strings":["University of Denver,Computer Science,Denver,CO,USA","Computer Science, University of Denver, Denver, CO, USA"],"affiliations":[{"raw_affiliation_string":"University of Denver,Computer Science,Denver,CO,USA","institution_ids":["https://openalex.org/I131651094"]},{"raw_affiliation_string":"Computer Science, University of Denver, Denver, CO, USA","institution_ids":["https://openalex.org/I131651094"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079539401","display_name":"Sanchari Das","orcid":null},"institutions":[{"id":"https://openalex.org/I131651094","display_name":"University of Denver","ror":"https://ror.org/04w7skc03","country_code":"US","type":"education","lineage":["https://openalex.org/I131651094"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sanchari Das","raw_affiliation_strings":["University of Denver,Computer Science,Denver,CO,USA","Computer Science, University of Denver, Denver, CO, USA"],"affiliations":[{"raw_affiliation_string":"University of Denver,Computer Science,Denver,CO,USA","institution_ids":["https://openalex.org/I131651094"]},{"raw_affiliation_string":"Computer Science, University of Denver, Denver, CO, USA","institution_ids":["https://openalex.org/I131651094"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053512791","display_name":"Rinku Dewri","orcid":"https://orcid.org/0000-0002-8332-2157"},"institutions":[{"id":"https://openalex.org/I131651094","display_name":"University of Denver","ror":"https://ror.org/04w7skc03","country_code":"US","type":"education","lineage":["https://openalex.org/I131651094"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Rinku Dewri","raw_affiliation_strings":["University of Denver,Computer Science,Denver,CO,USA","Computer Science, University of Denver, Denver, CO, USA"],"affiliations":[{"raw_affiliation_string":"University of Denver,Computer Science,Denver,CO,USA","institution_ids":["https://openalex.org/I131651094"]},{"raw_affiliation_string":"Computer Science, University of Denver, Denver, CO, USA","institution_ids":["https://openalex.org/I131651094"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5051097499"],"corresponding_institution_ids":["https://openalex.org/I131651094"],"apc_list":null,"apc_paid":null,"fwci":2.6528,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.9103719,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"10"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11045","display_name":"Privacy, Security, and Data Protection","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11045","display_name":"Privacy, Security, and Data Protection","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12519","display_name":"Cybercrime and Law Enforcement Studies","score":0.960099995136261,"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/T12262","display_name":"Hate Speech and Cyberbullying Detection","score":0.9381999969482422,"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/computer-science","display_name":"Computer science","score":0.848396360874176},{"id":"https://openalex.org/keywords/sentence","display_name":"Sentence","score":0.7120767831802368},{"id":"https://openalex.org/keywords/privacy-policy","display_name":"Privacy policy","score":0.5997527837753296},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.42020896077156067},{"id":"https://openalex.org/keywords/information-privacy","display_name":"Information privacy","score":0.40743470191955566},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3936891257762909},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3629528880119324},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3491936922073364},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3337356150150299},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.21997618675231934}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.848396360874176},{"id":"https://openalex.org/C2777530160","wikidata":"https://www.wikidata.org/wiki/Q41796","display_name":"Sentence","level":2,"score":0.7120767831802368},{"id":"https://openalex.org/C102938260","wikidata":"https://www.wikidata.org/wiki/Q1999831","display_name":"Privacy policy","level":3,"score":0.5997527837753296},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.42020896077156067},{"id":"https://openalex.org/C123201435","wikidata":"https://www.wikidata.org/wiki/Q456632","display_name":"Information privacy","level":2,"score":0.40743470191955566},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3936891257762909},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3629528880119324},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3491936922073364},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3337356150150299},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.21997618675231934}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/pst55820.2022.9851977","is_oa":false,"landing_page_url":"https://doi.org/10.1109/pst55820.2022.9851977","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 19th Annual International Conference on Privacy, Security &amp; Trust (PST)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6700000166893005,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2116878667","https://openalex.org/W2111170006","https://openalex.org/W3042284153","https://openalex.org/W4241527182","https://openalex.org/W2476957992","https://openalex.org/W1493227450","https://openalex.org/W2900699882","https://openalex.org/W4250923762","https://openalex.org/W576625533","https://openalex.org/W2025792237"],"abstract_inverted_index":{"Privacy":[0],"policies":[1,28,107,134],"inform":[2],"users":[3,22],"of":[4,46,85,89,117,146,188],"the":[5,47,53,66,83,90,103,152,186],"data":[6,48],"practices":[7,50],"and":[8,14,31,35,112,128,137,149,162,184],"access":[9,49],"protocols":[10],"employed":[11,51],"by":[12,52,69],"organizations":[13],"their":[15],"digital":[16],"counterparts.":[17],"Research":[18],"has":[19,58],"shown":[20],"that":[21,25],"often":[23],"feel":[24],"these":[26,76],"privacy":[27,133],"are":[29,79],"lengthy":[30],"complex":[32],"to":[33,43,182,191],"read":[34],"comprehend.":[36],"However,":[37,75],"it":[38],"is":[39],"critical":[40],"for":[41,82,132,155],"people":[42],"be":[44],"aware":[45],"organizations.":[54],"Hence,":[55],"much":[56],"research":[57,99],"focused":[59],"on":[60,97],"automatically":[61],"extracting":[62],"privacy-specific":[63,192],"artifacts":[64],"from":[65],"policies,":[67,179],"predominantly":[68],"using":[70,120,135],"natural":[71],"language":[72],"classification":[73,77,84,119,156],"tools.":[74],"tools":[78],"designed":[80],"primarily":[81],"paragraphs":[86],"or":[87],"segments":[88],"policies.":[91],"In":[92],"this":[93,124],"paper,":[94],"we":[95,101,126,169],"report":[96],"our":[98,166],"where":[100],"identify":[102,183],"gap":[104],"in":[105,143,174,180,194],"classifying":[106],"at":[108],"a":[109,195],"segment":[110,118],"level,":[111],"provide":[113],"an":[114],"alternate":[115],"definition":[116],"sentence":[121,130,167],"classification.":[122],"To":[123],"aid,":[125],"train":[127],"evaluate":[129],"classifiers":[131],"BERT":[136],"XLNet.":[138],"Our":[139],"approach":[140],"demonstrates":[141],"improvements":[142],"prediction":[144],"quality":[145],"existing":[147],"models":[148],"hence,":[150],"surpasses":[151],"current":[153],"baselines":[154],"models,":[157],"without":[158],"requiring":[159],"additional":[160],"parameter":[161],"model":[163],"tuning.":[164],"Using":[165],"classifiers,":[168],"also":[170],"study":[171],"topical":[172],"structures":[173],"Alexa":[175],"top":[176],"5000":[177],"website":[178],"order":[181],"quantify":[185],"diffusion":[187],"information":[189],"pertaining":[190],"topics":[193],"policy.":[196]},"counts_by_year":[{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
