{"id":"https://openalex.org/W2006966409","doi":"https://doi.org/10.1109/re.2014.6912253","title":"Rationalism with a dose of empiricism: Case-based reasoning for requirements-driven self-adaptation","display_name":"Rationalism with a dose of empiricism: Case-based reasoning for requirements-driven self-adaptation","publication_year":2014,"publication_date":"2014-08-01","ids":{"openalex":"https://openalex.org/W2006966409","doi":"https://doi.org/10.1109/re.2014.6912253","mag":"2006966409"},"language":"en","primary_location":{"id":"doi:10.1109/re.2014.6912253","is_oa":false,"landing_page_url":"https://doi.org/10.1109/re.2014.6912253","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE 22nd International Requirements Engineering Conference (RE)","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/A5053331279","display_name":"Wenyi Qian","orcid":"https://orcid.org/0000-0001-6491-1063"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Wenyi Qian","raw_affiliation_strings":["Shanghai Key Laboratory of Data Science, Fudan University, China","School of Computer Science, Fudan University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Shanghai Key Laboratory of Data Science, Fudan University, China","institution_ids":["https://openalex.org/I24943067"]},{"raw_affiliation_string":"School of Computer Science, Fudan University, Shanghai, China","institution_ids":["https://openalex.org/I24943067"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101854992","display_name":"Xin Peng","orcid":"https://orcid.org/0000-0003-3376-2581"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xin Peng","raw_affiliation_strings":["Shanghai Key Laboratory of Data Science, Fudan University, China","School of Computer Science, Fudan University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Shanghai Key Laboratory of Data Science, Fudan University, China","institution_ids":["https://openalex.org/I24943067"]},{"raw_affiliation_string":"School of Computer Science, Fudan University, Shanghai, China","institution_ids":["https://openalex.org/I24943067"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059253116","display_name":"Bihuan Chen","orcid":"https://orcid.org/0000-0001-7238-7492"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bihuan Chen","raw_affiliation_strings":["Shanghai Key Laboratory of Data Science, Fudan University, China","School of Computer Science, Fudan University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Shanghai Key Laboratory of Data Science, Fudan University, China","institution_ids":["https://openalex.org/I24943067"]},{"raw_affiliation_string":"School of Computer Science, Fudan University, Shanghai, China","institution_ids":["https://openalex.org/I24943067"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052098157","display_name":"John Mylopoulos","orcid":"https://orcid.org/0000-0002-8698-3292"},"institutions":[{"id":"https://openalex.org/I193223587","display_name":"University of Trento","ror":"https://ror.org/05trd4x28","country_code":"IT","type":"education","lineage":["https://openalex.org/I193223587"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"John Mylopoulos","raw_affiliation_strings":["Department of Information Engineering and Computer Science, University of Trento, Italy","Department of Inf. Engineering and Computer Science, University of Trento, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Information Engineering and Computer Science, University of Trento, Italy","institution_ids":["https://openalex.org/I193223587"]},{"raw_affiliation_string":"Department of Inf. Engineering and Computer Science, University of Trento, Italy","institution_ids":["https://openalex.org/I193223587"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100379136","display_name":"Huanhuan Wang","orcid":"https://orcid.org/0000-0003-4689-5578"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huanhuan Wang","raw_affiliation_strings":["Shanghai Key Laboratory of Data Science, Fudan University, China","School of Computer Science, Fudan University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Shanghai Key Laboratory of Data Science, Fudan University, China","institution_ids":["https://openalex.org/I24943067"]},{"raw_affiliation_string":"School of Computer Science, Fudan University, Shanghai, China","institution_ids":["https://openalex.org/I24943067"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101063698","display_name":"Wenyun Zhao","orcid":null},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenyun Zhao","raw_affiliation_strings":["Shanghai Key Laboratory of Data Science, Fudan University, China","School of Computer Science, Fudan University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Shanghai Key Laboratory of Data Science, Fudan University, China","institution_ids":["https://openalex.org/I24943067"]},{"raw_affiliation_string":"School of Computer Science, Fudan University, Shanghai, China","institution_ids":["https://openalex.org/I24943067"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5053331279"],"corresponding_institution_ids":["https://openalex.org/I24943067"],"apc_list":null,"apc_paid":null,"fwci":5.0921,"has_fulltext":false,"cited_by_count":21,"citation_normalized_percentile":{"value":0.95333791,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"113","last_page":"122"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10639","display_name":"Advanced Software Engineering Methodologies","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9965000152587891,"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":0.994700014591217,"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/empiricism","display_name":"Empiricism","score":0.8474401831626892},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.7750263214111328},{"id":"https://openalex.org/keywords/rationalism","display_name":"Rationalism","score":0.7643133401870728},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.506194531917572},{"id":"https://openalex.org/keywords/cognitive-science","display_name":"Cognitive science","score":0.3688185214996338},{"id":"https://openalex.org/keywords/epistemology","display_name":"Epistemology","score":0.35283827781677246},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.29971015453338623},{"id":"https://openalex.org/keywords/philosophy","display_name":"Philosophy","score":0.18857669830322266},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.10250946879386902}],"concepts":[{"id":"https://openalex.org/C36790819","wikidata":"https://www.wikidata.org/wiki/Q83368","display_name":"Empiricism","level":2,"score":0.8474401831626892},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.7750263214111328},{"id":"https://openalex.org/C180903884","wikidata":"https://www.wikidata.org/wiki/Q483024","display_name":"Rationalism","level":2,"score":0.7643133401870728},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.506194531917572},{"id":"https://openalex.org/C188147891","wikidata":"https://www.wikidata.org/wiki/Q147638","display_name":"Cognitive science","level":1,"score":0.3688185214996338},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.35283827781677246},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.29971015453338623},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.18857669830322266},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.10250946879386902}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/re.2014.6912253","is_oa":false,"landing_page_url":"https://doi.org/10.1109/re.2014.6912253","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE 22nd International Requirements Engineering Conference (RE)","raw_type":"proceedings-article"},{"id":"pmh:oai:iris.unitn.it:11572/101670","is_oa":false,"landing_page_url":"http://hdl.handle.net/11572/101670","pdf_url":null,"source":{"id":"https://openalex.org/S4306401913","display_name":"Institutional Research Information System (Universit\u00e0 degli Studi di Trento)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I193223587","host_organization_name":"University of Trento","host_organization_lineage":["https://openalex.org/I193223587"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W1624528677","https://openalex.org/W1765882431","https://openalex.org/W1834093633","https://openalex.org/W2008190734","https://openalex.org/W2024296133","https://openalex.org/W2089160254","https://openalex.org/W2115796212","https://openalex.org/W2118352281","https://openalex.org/W2123587053","https://openalex.org/W2126385963","https://openalex.org/W2131201278","https://openalex.org/W2137363082","https://openalex.org/W2156074936","https://openalex.org/W2159898039","https://openalex.org/W2163064865","https://openalex.org/W2168328460","https://openalex.org/W2169680074","https://openalex.org/W2197537706","https://openalex.org/W2301605390","https://openalex.org/W4230925513","https://openalex.org/W6636715844","https://openalex.org/W6638397733","https://openalex.org/W6652640654","https://openalex.org/W6684861304","https://openalex.org/W6685015297"],"related_works":["https://openalex.org/W2177899154","https://openalex.org/W1951439110","https://openalex.org/W298294843","https://openalex.org/W2371351052","https://openalex.org/W2026816836","https://openalex.org/W2325394561","https://openalex.org/W2567302095","https://openalex.org/W2932064030","https://openalex.org/W3211789620","https://openalex.org/W4316088208"],"abstract_inverted_index":{"Requirements-driven":[0],"approaches":[1,22],"provide":[2,124,139],"an":[3,56,67,165],"effective":[4],"mechanism":[5],"for":[6],"self-adaptive":[7],"systems":[8],"by":[9,95,157],"reasoning":[10,75,122,135,179],"over":[11],"their":[12],"runtime":[13],"requirements":[14,34,98,151],"models":[15],"to":[16,123,138],"make":[17],"adaptation":[18,60,90,117,125,142,184],"decisions.":[19,61],"However,":[20],"such":[21],"usually":[23],"assume":[24],"that":[25,72,144,170],"the":[26,49,52,80,147,190],"relations":[27,149],"among":[28,150],"alternative":[29],"behaviours,":[30],"environmental":[31],"parameters":[32],"and":[33,76,100,154,177,186],"are":[35,87,93,131],"clearly":[36],"understood,":[37],"which":[38,92],"is":[39,136],"often":[40],"simply":[41],"not":[42,47,96,110],"true.":[43],"Moreover,":[44],"they":[45],"do":[46],"consider":[48],"influence":[50],"of":[51,55,84,115,183,189],"current":[53,155],"behaviour":[54],"executing":[57],"system":[58],"on":[59,112],"In":[62,79],"this":[63],"paper,":[64],"we":[65],"propose":[66],"improved":[68],"requirements-driven":[69,175],"self-adaptation":[70],"approach":[71,108,172,176,180],"combines":[73],"goal":[74,121],"case-based":[77,134,178],"reasoning.":[78],"approach,":[81],"past":[82,159],"experiences":[83],"successful":[85],"adaptations":[86],"retained":[88],"as":[89],"cases,":[91,118],"described":[94],"only":[97],"violations":[99],"contexts,":[101,153],"but":[102,119],"also":[103],"currently":[104],"deployed":[105],"behaviours.":[106],"The":[107],"does":[109],"depend":[111],"a":[113],"set":[114],"original":[116],"employs":[120],"solutions":[126],"when":[127],"no":[128],"similar":[129],"cases":[130],"available.":[132],"And":[133],"used":[137],"more":[140],"precise":[141],"decisions":[143],"better":[145],"reflect":[146],"complex":[148],"violations,":[152],"behaviours":[156],"utilizing":[158],"experiences.":[160],"Our":[161],"experimental":[162],"study":[163],"with":[164],"online":[166],"shopping":[167],"benchmark":[168],"shows":[169],"our":[171],"outperforms":[173],"both":[174],"in":[181],"terms":[182],"effectiveness":[185],"overall":[187],"quality":[188],"system.":[191]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":4},{"year":2016,"cited_by_count":6},{"year":2015,"cited_by_count":2}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2016-06-24T00:00:00"}