{"id":"https://openalex.org/W4230143566","doi":"https://doi.org/10.18293/seke2015-63","title":"Identification and Classification of Requirements from App User Reviews","display_name":"Identification and Classification of Requirements from App User Reviews","publication_year":2015,"publication_date":"2015-07-01","ids":{"openalex":"https://openalex.org/W4230143566","doi":"https://doi.org/10.18293/seke2015-63"},"language":"en","primary_location":{"id":"doi:10.18293/seke2015-63","is_oa":true,"landing_page_url":"http://doi.org/10.18293/seke2015-63","pdf_url":"https://doi.org/10.18293/seke2015-63","source":{"id":"https://openalex.org/S4220650826","display_name":"Proceedings/Proceedings of the ... International Conference on Software Engineering and Knowledge Engineering","issn_l":"2325-9000","issn":["2325-9000","2325-9086"],"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Conferences on Software Engineering and Knowledge Engineering","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://doi.org/10.18293/seke2015-63","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5103325600","display_name":"Hui Yang","orcid":"https://orcid.org/0009-0005-1164-018X"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]},{"id":"https://openalex.org/I4391768271","display_name":"State Key Laboratory of Software Engineering","ror":"https://ror.org/01z3jn402","country_code":null,"type":"facility","lineage":["https://openalex.org/I37461747","https://openalex.org/I4391768271"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Hui Yang","raw_affiliation_strings":["State Key Lab of Software Engineering School of Computer, Wuhan University, China"],"affiliations":[{"raw_affiliation_string":"State Key Lab of Software Engineering School of Computer, Wuhan University, China","institution_ids":["https://openalex.org/I37461747","https://openalex.org/I4391768271"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049939779","display_name":"Peng Liang","orcid":"https://orcid.org/0000-0002-2056-5346"},"institutions":[{"id":"https://openalex.org/I4391768271","display_name":"State Key Laboratory of Software Engineering","ror":"https://ror.org/01z3jn402","country_code":null,"type":"facility","lineage":["https://openalex.org/I37461747","https://openalex.org/I4391768271"]},{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Peng Liang","raw_affiliation_strings":["State Key Lab of Software Engineering School of Computer, Wuhan University, China"],"affiliations":[{"raw_affiliation_string":"State Key Lab of Software Engineering School of Computer, Wuhan University, China","institution_ids":["https://openalex.org/I37461747","https://openalex.org/I4391768271"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5103325600"],"corresponding_institution_ids":["https://openalex.org/I37461747","https://openalex.org/I4391768271"],"apc_list":null,"apc_paid":null,"fwci":0.8235,"has_fulltext":true,"cited_by_count":8,"citation_normalized_percentile":{"value":0.86719249,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"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/T12016","display_name":"Web Data Mining and Analysis","score":0.9997000098228455,"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/T12016","display_name":"Web Data Mining and Analysis","score":0.9997000098228455,"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/T10260","display_name":"Software Engineering Research","score":0.9993000030517578,"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/T11675","display_name":"Open Source Software Innovations","score":0.9916999936103821,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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":0.7995716333389282},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.6550710201263428},{"id":"https://openalex.org/keywords/user-requirements-document","display_name":"User requirements document","score":0.536885142326355},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5332569479942322},{"id":"https://openalex.org/keywords/recall","display_name":"Recall","score":0.4976382553577423},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.47994330525398254},{"id":"https://openalex.org/keywords/precision-and-recall","display_name":"Precision and recall","score":0.45564350485801697},{"id":"https://openalex.org/keywords/sample","display_name":"Sample (material)","score":0.44935229420661926},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.43481892347335815},{"id":"https://openalex.org/keywords/user-information","display_name":"User information","score":0.4343223571777344},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.33048343658447266},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.32430166006088257},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.24749919772148132},{"id":"https://openalex.org/keywords/information-system","display_name":"Information system","score":0.18407684564590454},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.0752367377281189},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.07465925812721252}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7995716333389282},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.6550710201263428},{"id":"https://openalex.org/C143267671","wikidata":"https://www.wikidata.org/wiki/Q7901856","display_name":"User requirements document","level":2,"score":0.536885142326355},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5332569479942322},{"id":"https://openalex.org/C100660578","wikidata":"https://www.wikidata.org/wiki/Q18733","display_name":"Recall","level":2,"score":0.4976382553577423},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.47994330525398254},{"id":"https://openalex.org/C81669768","wikidata":"https://www.wikidata.org/wiki/Q2359161","display_name":"Precision and recall","level":2,"score":0.45564350485801697},{"id":"https://openalex.org/C198531522","wikidata":"https://www.wikidata.org/wiki/Q485146","display_name":"Sample (material)","level":2,"score":0.44935229420661926},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.43481892347335815},{"id":"https://openalex.org/C2777622855","wikidata":"https://www.wikidata.org/wiki/Q7901844","display_name":"User information","level":3,"score":0.4343223571777344},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.33048343658447266},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.32430166006088257},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.24749919772148132},{"id":"https://openalex.org/C180198813","wikidata":"https://www.wikidata.org/wiki/Q121182","display_name":"Information system","level":2,"score":0.18407684564590454},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0752367377281189},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.07465925812721252},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"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/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"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/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C43617362","wikidata":"https://www.wikidata.org/wiki/Q170050","display_name":"Chromatography","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.18293/seke2015-63","is_oa":true,"landing_page_url":"http://doi.org/10.18293/seke2015-63","pdf_url":"https://doi.org/10.18293/seke2015-63","source":{"id":"https://openalex.org/S4220650826","display_name":"Proceedings/Proceedings of the ... International Conference on Software Engineering and Knowledge Engineering","issn_l":"2325-9000","issn":["2325-9000","2325-9086"],"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Conferences on Software Engineering and Knowledge Engineering","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.18293/seke2015-63","is_oa":true,"landing_page_url":"http://doi.org/10.18293/seke2015-63","pdf_url":"https://doi.org/10.18293/seke2015-63","source":{"id":"https://openalex.org/S4220650826","display_name":"Proceedings/Proceedings of the ... International Conference on Software Engineering and Knowledge Engineering","issn_l":"2325-9000","issn":["2325-9000","2325-9086"],"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Conferences on Software Engineering and Knowledge Engineering","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1231421488","display_name":null,"funder_award_id":"under","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1599751771","display_name":null,"funder_award_id":"61170025","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G37568934","display_name":null,"funder_award_id":"Grant","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5249178904","display_name":null,"funder_award_id":"Grant No. 6","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7726157001","display_name":null,"funder_award_id":"Grant No.","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"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4230143566.pdf","grobid_xml":"https://content.openalex.org/works/W4230143566.grobid-xml"},"referenced_works_count":25,"referenced_works":["https://openalex.org/W26591655","https://openalex.org/W1527355805","https://openalex.org/W1564623840","https://openalex.org/W1660390307","https://openalex.org/W1979496147","https://openalex.org/W2011781116","https://openalex.org/W2031279355","https://openalex.org/W2034924061","https://openalex.org/W2048891581","https://openalex.org/W2052684699","https://openalex.org/W2069287718","https://openalex.org/W2085465189","https://openalex.org/W2112143630","https://openalex.org/W2127626360","https://openalex.org/W2160438957","https://openalex.org/W2804743641","https://openalex.org/W3145732541","https://openalex.org/W3150217209","https://openalex.org/W4236456746","https://openalex.org/W4242182825","https://openalex.org/W6633701423","https://openalex.org/W6641567210","https://openalex.org/W6658231169","https://openalex.org/W6663615180","https://openalex.org/W7008883548"],"related_works":["https://openalex.org/W2358294942","https://openalex.org/W4367460280","https://openalex.org/W2160762853","https://openalex.org/W570168734","https://openalex.org/W2154442165","https://openalex.org/W1590657835","https://openalex.org/W1600971028","https://openalex.org/W268532986","https://openalex.org/W1950783292","https://openalex.org/W2799115628"],"abstract_inverted_index":{"Review":[0],"function,":[1],"as":[2,35],"a":[3,36,81,108,142,195],"feedback":[4],"mechanism":[5],"from":[6,74,104,141,221],"users":[7,21],"to":[8,22,39,59,76,90,218],"developers":[9,217],"and":[10,24,42,61,67,70,95,101,115,129,150,155,177,200,213],"vendors,":[11],"is":[12,211],"provided":[13],"by":[14],"most":[15],"APP":[16,27,144,216],"distribution":[17],"platforms":[18],"that":[19,183],"allow":[20],"rate":[23],"comment":[25],"an":[26,88,186],"after":[28],"using":[29,107],"it.":[30],"User":[31],"reviews":[32,66,139,165],"are":[33],"recognized":[34],"valuable":[37],"source":[38],"improve":[40,77],"APPs":[41,79],"increase":[43,51],"the":[44,49,53,64,78,133,137,153,161,171],"value":[45],"for":[46,126,166,207,215],"users.":[47],"With":[48],"sharp":[50],"in":[52,123,146,174,205],"amount":[54],"of":[55,110,157,163,189,202],"user":[56,65,72,105,138,222],"reviews,":[57,106,191],"how":[58,160],"effectively":[60],"efficiently":[62],"analyze":[63],"identify":[68,92],"potential":[69],"critical":[71],"needs":[73],"them":[75,98],"becomes":[80],"challenge.":[82],"In":[83],"this":[84],"paper,":[85],"we":[86],"propose":[87],"approach":[89,135,193],"automatically":[91],"requirements":[93,103,127,203,220],"information":[94,111],"further":[96,151],"classify":[97],"into":[99],"functional":[100],"non-functional":[102,208],"combination":[109],"retrieval":[112],"technique":[113,117],"(TF-IDF)":[114],"NLP":[116],"(regular":[118],"expression)":[119],"with":[120,136],"human":[121],"intervention":[122],"keywords":[124,167],"selection":[125,168],"identification":[128],"classification.":[130],"We":[131],"validated":[132],"proposed":[134],"collected":[140],"popular":[143],"iBooks":[145],"English":[147],"App":[148],"Store,":[149],"investigated":[152],"cost":[154],"return":[156],"our":[158,192],"approach:":[159],"size":[162,188],"sample":[164,190],"(cost)":[169],"affects":[170],"classification":[172],"results":[173,181],"precision,":[175,198],"recall,":[176,199],"F-measure":[178,201],"(return).":[179],"The":[180],"show":[182],"when":[184],"setting":[185],"appropriate":[187],"receives":[194],"relatively":[196],"stable":[197],"classification,":[204],"particular":[206],"requirements,":[209],"which":[210],"meaningful":[212],"practical":[214],"elicit":[219],"reviews.":[223]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":2},{"year":2016,"cited_by_count":1}],"updated_date":"2026-04-16T08:26:57.006410","created_date":"2025-10-10T00:00:00"}