{"id":"https://openalex.org/W2757048751","doi":"https://doi.org/10.3233/978-1-61499-800-6-766","title":"An Aspect-Based Unsupervised Approach for Classifying Non-Functional Requirements on Software Reviews","display_name":"An Aspect-Based Unsupervised Approach for Classifying Non-Functional Requirements on Software Reviews","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W2757048751","doi":"https://doi.org/10.3233/978-1-61499-800-6-766","mag":"2757048751"},"language":"en","primary_location":{"id":"doi:10.3233/978-1-61499-800-6-766","is_oa":false,"landing_page_url":"https://doi.org/10.3233/978-1-61499-800-6-766","pdf_url":null,"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":null,"license_id":null,"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":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100677397","display_name":"Yinglin Wang","orcid":"https://orcid.org/0000-0003-2799-8897"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Wang Yinglin","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5042578066","display_name":"Zhang Jianzhang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zhang Jianzhang","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5100677397"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.1674391,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"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/T10260","display_name":"Software Engineering Research","score":0.9945999979972839,"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/T10260","display_name":"Software Engineering Research","score":0.9945999979972839,"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/T10430","display_name":"Software Engineering Techniques and Practices","score":0.9932000041007996,"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/T10679","display_name":"Service-Oriented Architecture and Web Services","score":0.9789999723434448,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6080603003501892},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.42317843437194824},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.38794460892677307}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6080603003501892},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.42317843437194824},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.38794460892677307}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/978-1-61499-800-6-766","is_oa":false,"landing_page_url":"https://doi.org/10.3233/978-1-61499-800-6-766","pdf_url":null,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"This":[0],"paper":[1],"aims":[2],"at":[3],"demonstrating":[4],"non-functional":[5,27],"requirements":[6,8,28],"analysis":[7,9],"normally":[10],"used":[11],"supervised":[12],"methods":[13],"which":[14],"need":[15],"a":[16,31,55,100],"lot":[17,32],"of":[18,33,40,68,78,83,109],"manual":[19],"annotation":[20],"work.":[21],"Using":[22],"unsupervised":[23],"approaches":[24,43],"to":[25,49],"classify":[26],"can":[29],"save":[30],"labor":[34],"and":[35,87,97],"time,":[36],"but":[37,74],"the":[38,41,51,69,81,84,88,110],"accuracy":[39],"existing":[42],"is":[44,64],"relatively":[45],"low.":[46],"In":[47],"order":[48],"solve":[50],"dilemma,":[52],"we":[53],"propose":[54],"new":[56,92,111],"clustering":[57],"approach":[58,63],"in":[59,76],"this":[60],"paper.":[61],"The":[62],"an":[65,106],"improved":[66,107],"version":[67],"previous":[70],"aspect":[71],"segmentation":[72],"approach,":[73],"differs":[75],"terms":[77],"classification":[79],"strategy,":[80],"representation":[82],"review":[85],"sentences,":[86],"strategy":[89],"for":[90],"selecting":[91],"keywords.":[93],"Experiments":[94],"are":[95],"conducted":[96],"compared":[98],"on":[99],"software":[101],"reviews":[102],"dataset.":[103],"Results":[104],"show":[105],"performance":[108],"approach.":[112]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}