{"id":"https://openalex.org/W3185266593","doi":"https://doi.org/10.1109/jcsse53117.2021.9493849","title":"Non-Functional Requirement Extraction by using Conceptual Graphs","display_name":"Non-Functional Requirement Extraction by using Conceptual Graphs","publication_year":2021,"publication_date":"2021-06-30","ids":{"openalex":"https://openalex.org/W3185266593","doi":"https://doi.org/10.1109/jcsse53117.2021.9493849","mag":"3185266593"},"language":"en","primary_location":{"id":"doi:10.1109/jcsse53117.2021.9493849","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jcsse53117.2021.9493849","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 18th International Joint Conference on Computer Science and Software Engineering (JCSSE)","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/A5006536252","display_name":"Taweewat Luangwiriya","orcid":null},"institutions":[{"id":"https://openalex.org/I108108428","display_name":"Thammasat University","ror":"https://ror.org/002yp7f20","country_code":"TH","type":"education","lineage":["https://openalex.org/I108108428"]}],"countries":["TH"],"is_corresponding":true,"raw_author_name":"Taweewat Luangwiriya","raw_affiliation_strings":["Thammasat University,Faculty of Science and Technology,Department of Computer Science,Pathum Thani,Thailand"],"affiliations":[{"raw_affiliation_string":"Thammasat University,Faculty of Science and Technology,Department of Computer Science,Pathum Thani,Thailand","institution_ids":["https://openalex.org/I108108428"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5027376191","display_name":"Rachada Kongkachandra","orcid":"https://orcid.org/0000-0003-4273-6991"},"institutions":[{"id":"https://openalex.org/I108108428","display_name":"Thammasat University","ror":"https://ror.org/002yp7f20","country_code":"TH","type":"education","lineage":["https://openalex.org/I108108428"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Rachada Kongkachandra","raw_affiliation_strings":["Thammasat University,College of Interdisciplinary Studies,Pathum Thani,Thailand","College of Interdisciplinary Studies, Thammasat University, Pathum Thani, Thailand"],"affiliations":[{"raw_affiliation_string":"Thammasat University,College of Interdisciplinary Studies,Pathum Thani,Thailand","institution_ids":["https://openalex.org/I108108428"]},{"raw_affiliation_string":"College of Interdisciplinary Studies, Thammasat University, Pathum Thani, Thailand","institution_ids":["https://openalex.org/I108108428"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5006536252"],"corresponding_institution_ids":["https://openalex.org/I108108428"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.09747021,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10639","display_name":"Advanced Software Engineering Methodologies","score":0.9995999932289124,"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/T10639","display_name":"Advanced Software Engineering Methodologies","score":0.9995999932289124,"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/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/T10430","display_name":"Software Engineering Techniques and Practices","score":0.9991000294685364,"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":0.7485591173171997},{"id":"https://openalex.org/keywords/non-functional-requirement","display_name":"Non-functional requirement","score":0.6229710578918457},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.5837547183036804},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5427861213684082},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.48794978857040405},{"id":"https://openalex.org/keywords/conceptual-graph","display_name":"Conceptual graph","score":0.46741509437561035},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.42499616742134094},{"id":"https://openalex.org/keywords/functional-requirement","display_name":"Functional requirement","score":0.4121292233467102},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.36931729316711426},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3430648446083069},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.3126816749572754},{"id":"https://openalex.org/keywords/knowledge-representation-and-reasoning","display_name":"Knowledge representation and reasoning","score":0.2589259743690491},{"id":"https://openalex.org/keywords/software-system","display_name":"Software system","score":0.24455410242080688},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.13787218928337097}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7485591173171997},{"id":"https://openalex.org/C199747065","wikidata":"https://www.wikidata.org/wiki/Q3254666","display_name":"Non-functional requirement","level":5,"score":0.6229710578918457},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.5837547183036804},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5427861213684082},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.48794978857040405},{"id":"https://openalex.org/C234837","wikidata":"https://www.wikidata.org/wiki/Q1420493","display_name":"Conceptual graph","level":3,"score":0.46741509437561035},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.42499616742134094},{"id":"https://openalex.org/C62235348","wikidata":"https://www.wikidata.org/wiki/Q3264234","display_name":"Functional requirement","level":2,"score":0.4121292233467102},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.36931729316711426},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3430648446083069},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.3126816749572754},{"id":"https://openalex.org/C161301231","wikidata":"https://www.wikidata.org/wiki/Q3478658","display_name":"Knowledge representation and reasoning","level":2,"score":0.2589259743690491},{"id":"https://openalex.org/C149091818","wikidata":"https://www.wikidata.org/wiki/Q2429814","display_name":"Software system","level":3,"score":0.24455410242080688},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.13787218928337097},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"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/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C186846655","wikidata":"https://www.wikidata.org/wiki/Q3398377","display_name":"Software construction","level":4,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jcsse53117.2021.9493849","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jcsse53117.2021.9493849","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 18th International Joint Conference on Computer Science and Software Engineering (JCSSE)","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":0.41999998688697815}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W335144045","https://openalex.org/W1493596129","https://openalex.org/W1542639271","https://openalex.org/W1550635593","https://openalex.org/W1587191403","https://openalex.org/W1608113566","https://openalex.org/W1800478330","https://openalex.org/W1886319227","https://openalex.org/W1973644634","https://openalex.org/W2038735211","https://openalex.org/W2099271226","https://openalex.org/W2105539612","https://openalex.org/W2134524274","https://openalex.org/W2301605390","https://openalex.org/W2484488762","https://openalex.org/W2500531029","https://openalex.org/W2751090161","https://openalex.org/W4241036955","https://openalex.org/W6629491811"],"related_works":["https://openalex.org/W2155030595","https://openalex.org/W2240531736","https://openalex.org/W1595482434","https://openalex.org/W2393484683","https://openalex.org/W4385784960","https://openalex.org/W2128973668","https://openalex.org/W1027252504","https://openalex.org/W3101626139","https://openalex.org/W2406301776","https://openalex.org/W1985590959"],"abstract_inverted_index":{"In":[0,37],"software":[1],"engineering":[2],"process,":[3],"the":[4,44,52,65,68,75,97],"representation":[5,61],"of":[6,12,40,77,82,96],"non-functional":[7],"requirements":[8],"(NFR)":[9],"is":[10,22,88],"one":[11],"major":[13],"problems":[14],"during":[15],"analysis":[16],"and":[17,27,93],"design":[18],"phase.":[19],"Since":[20],"NFR":[21],"difficult":[23],"to":[24,43,50],"be":[25,29,51],"understood":[26],"may":[28],"interfered,":[30],"conflicted,":[31],"or":[32],"contradicted":[33],"with":[34],"other":[35],"NFRs.":[36],"addition,":[38],"many":[39],"NFRs":[41,66],"relate":[42],"same":[45],"quality":[46],"attribute":[47],"which":[48],"leads":[49],"requirement":[53],"misunderstanding":[54],"problem.":[55],"This":[56],"paper":[57],"presents":[58],"a":[59,91],"knowledge":[60],"method":[62,73],"for":[63,90],"extracting":[64],"using":[67],"conceptual":[69],"graphs.":[70],"The":[71,79],"proposed":[72,98],"enhances":[74],"understanding":[76],"NFR.":[78],"case":[80],"study":[81],"billing":[83],"system":[84],"in":[85],"telecommunication":[86],"company":[87],"discussed":[89],"feasibility":[92],"an":[94],"effectiveness":[95],"method.":[99]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}