{"id":"https://openalex.org/W3156475034","doi":"https://doi.org/10.1109/jsyst.2021.3067334","title":"PURA: A Product-and-User Oriented Approach for Requirement Analysis From Online Reviews","display_name":"PURA: A Product-and-User Oriented Approach for Requirement Analysis From Online Reviews","publication_year":2021,"publication_date":"2021-04-14","ids":{"openalex":"https://openalex.org/W3156475034","doi":"https://doi.org/10.1109/jsyst.2021.3067334","mag":"3156475034"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/jsyst.2021.3067334","pdf_url":null,"source":{"id":"https://openalex.org/S95999327","display_name":"IEEE Systems Journal","issn_l":"1932-8184","issn":["1932-8184","1937-9234","2373-7816"],"is_oa":false,"is_in_doaj":false,"is_indexed_in_scopus":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"journal-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/A5080404990","display_name":"Mengsi Cai","orcid":"https://orcid.org/0000-0002-5245-9249"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"funder","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mengsi Cai","raw_affiliation_strings":["College of Systems Engineering, National University of Defense Technology, Changsha, China"],"affiliations":[{"raw_affiliation_string":"College of Systems Engineering, National University of Defense Technology, Changsha, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101106751","display_name":"Yuejin Tan","orcid":null},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"funder","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuejin Tan","raw_affiliation_strings":["College of Systems Engineering, National University of Defense Technology, Changsha, China"],"affiliations":[{"raw_affiliation_string":"College of Systems Engineering, National University of Defense Technology, Changsha, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028747132","display_name":"Bingfeng Ge","orcid":"https://orcid.org/0000-0002-0331-7260"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"funder","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bingfeng Ge","raw_affiliation_strings":["College of Systems Engineering, National University of Defense Technology, Changsha, China"],"affiliations":[{"raw_affiliation_string":"College of Systems Engineering, National University of Defense Technology, Changsha, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054345280","display_name":"Yajie Dou","orcid":"https://orcid.org/0009-0003-7584-9439"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"funder","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yajie Dou","raw_affiliation_strings":["College of Systems Engineering, National University of Defense Technology, Changsha, China"],"affiliations":[{"raw_affiliation_string":"College of Systems Engineering, National University of Defense Technology, Changsha, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101754206","display_name":"Ge Huang","orcid":"https://orcid.org/0000-0001-5866-8554"},"institutions":[{"id":"https://openalex.org/I198357462","display_name":"Changsha University","ror":"https://ror.org/011d8sm39","country_code":"CN","type":"education","lineage":["https://openalex.org/I198357462"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ge Huang","raw_affiliation_strings":["College of Economy and Management, Changsha University, Changsha, China"],"affiliations":[{"raw_affiliation_string":"College of Economy and Management, Changsha University, Changsha, China","institution_ids":["https://openalex.org/I198357462"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013555688","display_name":"Yonghao Du","orcid":"https://orcid.org/0000-0002-0162-6756"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"funder","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yonghao Du","raw_affiliation_strings":["College of Systems Engineering, National University of Defense Technology, Changsha, China"],"affiliations":[{"raw_affiliation_string":"College of Systems Engineering, National University of Defense Technology, Changsha, China","institution_ids":["https://openalex.org/I170215575"]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.666,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.859837,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":92},"biblio":{"volume":"16","issue":"1","first_page":"566","last_page":"577"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9673,"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"}},"topics":[{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9673,"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"}},{"id":"https://openalex.org/T12016","display_name":"Web Data Mining and Analysis","score":0.9649,"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/T10609","display_name":"Digital Marketing and Social Media","score":0.9565,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/identification","display_name":"Identification","score":0.5108654},{"id":"https://openalex.org/keywords/rank","display_name":"Rank (graph theory)","score":0.49776033},{"id":"https://openalex.org/keywords/user-requirements-document","display_name":"User requirements document","score":0.4380599},{"id":"https://openalex.org/keywords/hierarchical-clustering","display_name":"Hierarchical clustering","score":0.43361536},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4333158},{"id":"https://openalex.org/keywords/mass-customization","display_name":"Mass Customization","score":0.42088735}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7177897},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.6374091},{"id":"https://openalex.org/C183003079","wikidata":"https://www.wikidata.org/wiki/Q1000371","display_name":"Personalization","level":2,"score":0.63346493},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.6095625},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.59988624},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.5108654},{"id":"https://openalex.org/C164226766","wikidata":"https://www.wikidata.org/wiki/Q7293202","display_name":"Rank (graph theory)","level":2,"score":0.49776033},{"id":"https://openalex.org/C143267671","wikidata":"https://www.wikidata.org/wiki/Q7901856","display_name":"User requirements document","level":2,"score":0.4380599},{"id":"https://openalex.org/C92835128","wikidata":"https://www.wikidata.org/wiki/Q1277447","display_name":"Hierarchical clustering","level":3,"score":0.43361536},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4333158},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.42461982},{"id":"https://openalex.org/C72414096","wikidata":"https://www.wikidata.org/wiki/Q1367461","display_name":"Mass customization","level":3,"score":0.42088735},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.41402262},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.35047913},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.30116433},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.15635735},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.15513271},{"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/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","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}],"mesh":[],"locations_count":1,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/jsyst.2021.3067334","pdf_url":null,"source":{"id":"https://openalex.org/S95999327","display_name":"IEEE Systems Journal","issn_l":"1932-8184","issn":["1932-8184","1937-9234","2373-7816"],"is_oa":false,"is_in_doaj":false,"is_indexed_in_scopus":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":null,"sustainable_development_goals":[],"grants":[{"funder":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China","award_id":"72074033"},{"funder":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China","award_id":"71690233"},{"funder":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China","award_id":"71901214"},{"funder":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China","award_id":"71971213"}],"datasets":[],"versions":[],"referenced_works_count":45,"referenced_works":["https://openalex.org/W1192429396","https://openalex.org/W1489608363","https://openalex.org/W1586187046","https://openalex.org/W1912089697","https://openalex.org/W1984846442","https://openalex.org/W1992678486","https://openalex.org/W2003899488","https://openalex.org/W2020037281","https://openalex.org/W2021767672","https://openalex.org/W2022829918","https://openalex.org/W2069442545","https://openalex.org/W2075395364","https://openalex.org/W2104165004","https://openalex.org/W2112143630","https://openalex.org/W2114508502","https://openalex.org/W2122116504","https://openalex.org/W2139465040","https://openalex.org/W2143612262","https://openalex.org/W2159457224","https://openalex.org/W2160387459","https://openalex.org/W2160660844","https://openalex.org/W2162000403","https://openalex.org/W2165897980","https://openalex.org/W2178699783","https://openalex.org/W2181962600","https://openalex.org/W2183659962","https://openalex.org/W2239846131","https://openalex.org/W2250861254","https://openalex.org/W2251777082","https://openalex.org/W2528317827","https://openalex.org/W2560305929","https://openalex.org/W2566040466","https://openalex.org/W2759603254","https://openalex.org/W2793921910","https://openalex.org/W2893929634","https://openalex.org/W2909731777","https://openalex.org/W2914238300","https://openalex.org/W2918166209","https://openalex.org/W2972931502","https://openalex.org/W3123035962","https://openalex.org/W3123967386","https://openalex.org/W3124946654","https://openalex.org/W4241036955","https://openalex.org/W584160841","https://openalex.org/W950964638"],"related_works":["https://openalex.org/W3123718585","https://openalex.org/W2740744134","https://openalex.org/W2598622102","https://openalex.org/W2592952084","https://openalex.org/W2485864126","https://openalex.org/W2483845706","https://openalex.org/W2293317945","https://openalex.org/W2181904545","https://openalex.org/W2124494951","https://openalex.org/W1980617223"],"abstract_inverted_index":{"Users":[0],"often":[1],"show":[2],"different":[3],"and":[4,15,31,48,55,87,94,114],"personalized":[5],"product":[6,29,50,64,84],"requirements":[7,51],"with":[8,126],"respect":[9],"to":[10],"their":[11],"gender,":[12],"age,":[13],"location,":[14],"other":[16],"attributes.":[17],"The":[18],"requirement":[19,41,57,100,108],"analysis":[20],"of":[21,91,116],"various":[22],"users":[23],"is":[24,81,96,120],"thus":[25],"vitally":[26],"important":[27],"for":[28,40,83,99,107],"evolution":[30],"customization.":[32],"Accordingly,":[33],"we":[34],"propose":[35],"a":[36,73,77,88],"product-and-user":[37],"oriented":[38],"approach":[39,119],"analysis,":[42],"which":[43],"can":[44],"automatically":[45],"elicit,":[46],"classify,":[47],"rank":[49],"from":[52,69],"online":[53,70,124],"reviews,":[54],"identify":[56],"differences":[58],"among":[59],"users.":[60],"More":[61],"specifically,":[62],"the":[63,112,117],"features":[65],"are":[66,105],"first":[67],"extracted":[68],"reviews":[71,125],"in":[72],"machine-learning":[74],"manner.":[75],"Next,":[76],"hierarchical":[78],"clustering":[79],"model":[80],"applied":[82],"feature":[85],"classification,":[86],"weighted":[89],"function":[90],"customer":[92],"sentiment":[93],"attention":[95],"put":[97],"forward":[98],"ranking.":[101],"Then,":[102],"statistical":[103],"methods":[104],"used":[106],"preference":[109],"identification.":[110],"Finally,":[111],"effectiveness":[113],"feasibility":[115],"proposed":[118],"examined":[121],"on":[122],"2198":[123],"148":[127],"527":[128],"subsentences":[129],"about":[130],"new":[131],"energy":[132],"vehicles.":[133]},"abstract_inverted_index_v3":null,"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W3156475034","counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":3}],"updated_date":"2025-02-23T20:07:53.173537","created_date":"2021-04-26"}