{"id":"https://openalex.org/W4311853044","doi":"https://doi.org/10.3390/computers11120179","title":"Agile Development Methodologies and Natural Language Processing: A Mapping Review","display_name":"Agile Development Methodologies and Natural Language Processing: A Mapping Review","publication_year":2022,"publication_date":"2022-12-07","ids":{"openalex":"https://openalex.org/W4311853044","doi":"https://doi.org/10.3390/computers11120179"},"language":"en","primary_location":{"id":"doi:10.3390/computers11120179","is_oa":true,"landing_page_url":"https://doi.org/10.3390/computers11120179","pdf_url":"https://www.mdpi.com/2073-431X/11/12/179/pdf?version=1671281680","source":{"id":"https://openalex.org/S4210228075","display_name":"Computers","issn_l":"2073-431X","issn":["2073-431X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computers","raw_type":"journal-article"},"type":"review","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2073-431X/11/12/179/pdf?version=1671281680","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5040781877","display_name":"Manuel A. Quintana","orcid":"https://orcid.org/0000-0003-2631-2646"},"institutions":[{"id":"https://openalex.org/I36020712","display_name":"Sonora Institute of Technology","ror":"https://ror.org/01v10fv91","country_code":"MX","type":"education","lineage":["https://openalex.org/I36020712"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Manuel A. Quintana","raw_affiliation_strings":["Departamento de El\u00e9ctrica y Electr\u00f3nica, Instituto Tecnol\u00f3gico de Sonora, Ciudad Obreg\u00f3n 85000, Mexico"],"raw_orcid":"https://orcid.org/0000-0003-2631-2646","affiliations":[{"raw_affiliation_string":"Departamento de El\u00e9ctrica y Electr\u00f3nica, Instituto Tecnol\u00f3gico de Sonora, Ciudad Obreg\u00f3n 85000, Mexico","institution_ids":["https://openalex.org/I36020712"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032068963","display_name":"Ram\u00f3n Ren\u00e9 Palacio Cinco","orcid":"https://orcid.org/0000-0002-4059-2149"},"institutions":[{"id":"https://openalex.org/I36020712","display_name":"Sonora Institute of Technology","ror":"https://ror.org/01v10fv91","country_code":"MX","type":"education","lineage":["https://openalex.org/I36020712"]},{"id":"https://openalex.org/I4210161461","display_name":"University of Navojoa","ror":"https://ror.org/05x0fca68","country_code":"MX","type":"education","lineage":["https://openalex.org/I4210161461"]}],"countries":["MX"],"is_corresponding":true,"raw_author_name":"Ram\u00f3n R. Palacio","raw_affiliation_strings":["Unidad Navojoa, Instituto Tecnol\u00f3gico de Sonora, Navojoa 85860, Mexico"],"raw_orcid":"https://orcid.org/0000-0002-4059-2149","affiliations":[{"raw_affiliation_string":"Unidad Navojoa, Instituto Tecnol\u00f3gico de Sonora, Navojoa 85860, Mexico","institution_ids":["https://openalex.org/I4210161461","https://openalex.org/I36020712"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007306672","display_name":"Gilberto Borrego","orcid":"https://orcid.org/0000-0001-7315-5693"},"institutions":[{"id":"https://openalex.org/I36020712","display_name":"Sonora Institute of Technology","ror":"https://ror.org/01v10fv91","country_code":"MX","type":"education","lineage":["https://openalex.org/I36020712"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Gilberto Borrego Soto","raw_affiliation_strings":["Departamento de Computaci\u00f3n y Dise\u00f1o, Instituto Tecnol\u00f3gico de Sonora, Ciudad Obreg\u00f3n 85000, Mexico"],"raw_orcid":"https://orcid.org/0000-0001-7315-5693","affiliations":[{"raw_affiliation_string":"Departamento de Computaci\u00f3n y Dise\u00f1o, Instituto Tecnol\u00f3gico de Sonora, Ciudad Obreg\u00f3n 85000, Mexico","institution_ids":["https://openalex.org/I36020712"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5003221741","display_name":"Samuel Gonz\u00e1lez\u2010L\u00f3pez","orcid":"https://orcid.org/0000-0002-1511-1227"},"institutions":[{"id":"https://openalex.org/I30264628","display_name":"Instituto Tecnol\u00f3gico de Nogales","ror":"https://ror.org/0177s1090","country_code":"MX","type":"education","lineage":["https://openalex.org/I30264628"]},{"id":"https://openalex.org/I4387155726","display_name":"Universidad Tecnol\u00f3gica de Nogales","ror":"https://ror.org/00kh41v43","country_code":"MX","type":"education","lineage":["https://openalex.org/I4387155726"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Samuel Gonz\u00e1lez-L\u00f3pez","raw_affiliation_strings":["Departamento de Tecnolog\u00edas de la Informaci\u00f3n, Universidad Tecnol\u00f3gica de Nogales, Nogales 84097, Mexico"],"raw_orcid":"https://orcid.org/0000-0002-1511-1227","affiliations":[{"raw_affiliation_string":"Departamento de Tecnolog\u00edas de la Informaci\u00f3n, Universidad Tecnol\u00f3gica de Nogales, Nogales 84097, Mexico","institution_ids":["https://openalex.org/I30264628","https://openalex.org/I4387155726"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5032068963"],"corresponding_institution_ids":["https://openalex.org/I36020712","https://openalex.org/I4210161461"],"apc_list":{"value":1600,"currency":"CHF","value_usd":1732},"apc_paid":{"value":1600,"currency":"CHF","value_usd":1732},"fwci":1.914,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.89244096,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"11","issue":"12","first_page":"179","last_page":"179"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10430","display_name":"Software Engineering Techniques and Practices","score":0.9994999766349792,"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/T10430","display_name":"Software Engineering Techniques and Practices","score":0.9994999766349792,"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":0.9994000196456909,"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/T12423","display_name":"Software Reliability and Analysis Research","score":0.9864000082015991,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"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/agile-software-development","display_name":"Agile software development","score":0.9226275086402893},{"id":"https://openalex.org/keywords/documentation","display_name":"Documentation","score":0.9122143983840942},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7280581593513489},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.63021320104599},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.4731265902519226},{"id":"https://openalex.org/keywords/technical-documentation","display_name":"Technical documentation","score":0.4139312207698822},{"id":"https://openalex.org/keywords/user-story","display_name":"User story","score":0.4125306308269501},{"id":"https://openalex.org/keywords/software-documentation","display_name":"Software documentation","score":0.41097119450569153},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4028970003128052},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.4012737274169922},{"id":"https://openalex.org/keywords/software-development-process","display_name":"Software development process","score":0.37989678978919983},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.36373430490493774},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.3357165455818176},{"id":"https://openalex.org/keywords/software-development","display_name":"Software development","score":0.3350751996040344},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3223251700401306},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.10812166333198547}],"concepts":[{"id":"https://openalex.org/C14185376","wikidata":"https://www.wikidata.org/wiki/Q30232","display_name":"Agile software development","level":2,"score":0.9226275086402893},{"id":"https://openalex.org/C56666940","wikidata":"https://www.wikidata.org/wiki/Q788790","display_name":"Documentation","level":2,"score":0.9122143983840942},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7280581593513489},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.63021320104599},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.4731265902519226},{"id":"https://openalex.org/C25688753","wikidata":"https://www.wikidata.org/wiki/Q1413406","display_name":"Technical documentation","level":3,"score":0.4139312207698822},{"id":"https://openalex.org/C11189718","wikidata":"https://www.wikidata.org/wiki/Q218152","display_name":"User story","level":4,"score":0.4125306308269501},{"id":"https://openalex.org/C81587897","wikidata":"https://www.wikidata.org/wiki/Q181702","display_name":"Software documentation","level":5,"score":0.41097119450569153},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4028970003128052},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.4012737274169922},{"id":"https://openalex.org/C180152950","wikidata":"https://www.wikidata.org/wiki/Q2904257","display_name":"Software development process","level":4,"score":0.37989678978919983},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.36373430490493774},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.3357165455818176},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.3350751996040344},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3223251700401306},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.10812166333198547}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3390/computers11120179","is_oa":true,"landing_page_url":"https://doi.org/10.3390/computers11120179","pdf_url":"https://www.mdpi.com/2073-431X/11/12/179/pdf?version=1671281680","source":{"id":"https://openalex.org/S4210228075","display_name":"Computers","issn_l":"2073-431X","issn":["2073-431X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computers","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:b4e9bacf5fe747f78eda9b81ed5fa3f9","is_oa":true,"landing_page_url":"https://doaj.org/article/b4e9bacf5fe747f78eda9b81ed5fa3f9","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Computers, Vol 11, Iss 12, p 179 (2022)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/computers11120179","is_oa":true,"landing_page_url":"https://doi.org/10.3390/computers11120179","pdf_url":"https://www.mdpi.com/2073-431X/11/12/179/pdf?version=1671281680","source":{"id":"https://openalex.org/S4210228075","display_name":"Computers","issn_l":"2073-431X","issn":["2073-431X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computers","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities","score":0.6499999761581421}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4311853044.pdf","grobid_xml":"https://content.openalex.org/works/W4311853044.grobid-xml"},"referenced_works_count":46,"referenced_works":["https://openalex.org/W4214443","https://openalex.org/W155051492","https://openalex.org/W1443004567","https://openalex.org/W1541257867","https://openalex.org/W1554835558","https://openalex.org/W1734354652","https://openalex.org/W1980867644","https://openalex.org/W1988995507","https://openalex.org/W1999798506","https://openalex.org/W2003458432","https://openalex.org/W2089030212","https://openalex.org/W2097606805","https://openalex.org/W2106623896","https://openalex.org/W2108025693","https://openalex.org/W2117400858","https://openalex.org/W2123442489","https://openalex.org/W2134672587","https://openalex.org/W2143017621","https://openalex.org/W2143322095","https://openalex.org/W2144363643","https://openalex.org/W2148023174","https://openalex.org/W2251410829","https://openalex.org/W2252147815","https://openalex.org/W2403513632","https://openalex.org/W2480904509","https://openalex.org/W2593542943","https://openalex.org/W2799655945","https://openalex.org/W2888507673","https://openalex.org/W2953641512","https://openalex.org/W2991273496","https://openalex.org/W2998678832","https://openalex.org/W3032170634","https://openalex.org/W3037109418","https://openalex.org/W3096005429","https://openalex.org/W3152892293","https://openalex.org/W4205947740","https://openalex.org/W4246711535","https://openalex.org/W4247520462","https://openalex.org/W4249754792","https://openalex.org/W4251745552","https://openalex.org/W4288363128","https://openalex.org/W4291213652","https://openalex.org/W6632458393","https://openalex.org/W6677437730","https://openalex.org/W6677747021","https://openalex.org/W7030290986"],"related_works":["https://openalex.org/W4316087286","https://openalex.org/W2254063053","https://openalex.org/W2776309617","https://openalex.org/W2887673311","https://openalex.org/W4206506508","https://openalex.org/W4382515898","https://openalex.org/W2218678539","https://openalex.org/W1554584813","https://openalex.org/W2118579361","https://openalex.org/W3137981520"],"abstract_inverted_index":{"Agile":[0],"software":[1],"development":[2,9,77],"is":[3,92,228],"one":[4],"of":[5,144,151,157,194,206,221],"the":[6,25,62,68,75,87,89,128,142,155,158,166,184,192,207,219],"most":[7,129],"important":[8],"paradigms":[10],"these":[11],"days.":[12],"However,":[13],"there":[14],"are":[15,147,178,186],"still":[16],"some":[17],"challenges":[18],"to":[19,21,34,51,59,85,94,126,210,224],"consider":[20],"reduce":[22],"problems":[23],"during":[24],"documentation":[26,39,63,78],"process.":[27,64,79],"Some":[28],"assistive":[29],"methods":[30,177],"have":[31],"been":[32],"created":[33],"support":[35],"developers":[36],"in":[37,74,149,182,213],"their":[38],"activities.":[40],"In":[41,153,190],"this":[42,211,216],"regard,":[43],"Natural":[44],"Language":[45],"Processing":[46],"(NLP)":[47],"can":[48],"be":[49],"used":[50,73,93,130],"create":[52],"various":[53],"related":[54,195,209],"tools":[55],"(such":[56],"as":[57],"assistants)":[58],"help":[60],"with":[61],"This":[65],"paper":[66,168],"presents":[67],"current":[69],"state-of-the-art":[70],"NLP":[71,131,134,222],"techniques":[72,132,145,223],"agile":[76,226],"A":[80],"mapping":[81],"review":[82],"was":[83,163],"done":[84],"complete":[86],"objective,":[88],"search":[90,109],"strategy":[91],"obtain":[95,127],"relevant":[96,119,167],"studies":[97],"from":[98],"ScienceDirect,":[99],"IEEE":[100],"Xplore,":[101],"ACM":[102],"Digital":[103],"Library,":[104],"SpringerLink,":[105],"and":[106,113,133,197],"Willey.":[107],"The":[108,136],"results":[110],"after":[111],"inclusion":[112],"exclusion":[114],"criteria":[115],"application":[116],"left":[117],"47":[118],"papers":[120,123],"identified.":[121],"These":[122],"were":[124,138],"analyzed":[125,164],"toolkits.":[135],"toolkits":[137],"also":[139],"classified":[140],"by":[141,170],"kind":[143],"that":[146,174,218],"available":[148],"each":[150],"them.":[152],"addition,":[154],"behavior":[156],"research":[159],"area":[160],"over":[161],"time":[162],"using":[165],"found":[169,173],"year.":[171],"We":[172],"performance":[175],"measuring":[176],"not":[179,187],"standardized,":[180],"and,":[181],"consequence,":[183],"works":[185,196,208],"easily":[188],"comparable.":[189],"general,":[191],"number":[193],"its":[198],"distribution":[199],"per":[200],"year":[201],"shows":[202],"a":[203],"growing":[204],"trend":[205],"topic":[212],"recent":[214],"years;":[215],"indicates":[217],"adoption":[220],"improve":[225],"methodologies":[227],"increasing.":[229]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2023-01-01T00:00:00"}
