{"id":"https://openalex.org/W2065306848","doi":"https://doi.org/10.1145/2108144.2108152","title":"Analytical inference model for prediction and customization of inter-agent dependency requirements","display_name":"Analytical inference model for prediction and customization of inter-agent dependency requirements","publication_year":2012,"publication_date":"2012-04-03","ids":{"openalex":"https://openalex.org/W2065306848","doi":"https://doi.org/10.1145/2108144.2108152","mag":"2065306848"},"language":"en","primary_location":{"id":"doi:10.1145/2108144.2108152","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2108144.2108152","pdf_url":null,"source":{"id":"https://openalex.org/S186921487","display_name":"ACM SIGSOFT Software Engineering Notes","issn_l":"0163-5948","issn":["0163-5948","1943-5843"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM SIGSOFT Software Engineering Notes","raw_type":"journal-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/A5100865417","display_name":"Vibha Gaur","orcid":null},"institutions":[{"id":"https://openalex.org/I110166357","display_name":"University of Delhi","ror":"https://ror.org/04gzb2213","country_code":"IN","type":"education","lineage":["https://openalex.org/I110166357"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Vibha Gaur","raw_affiliation_strings":["University of Delhi, Delhi, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Delhi, Delhi, India","institution_ids":["https://openalex.org/I110166357"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5113682538","display_name":"Anuja Soni","orcid":null},"institutions":[{"id":"https://openalex.org/I110166357","display_name":"University of Delhi","ror":"https://ror.org/04gzb2213","country_code":"IN","type":"education","lineage":["https://openalex.org/I110166357"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Anuja Soni","raw_affiliation_strings":["University of Delhi, Delhi, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Delhi, Delhi, India","institution_ids":["https://openalex.org/I110166357"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I110166357"],"apc_list":null,"apc_paid":null,"fwci":3.5555,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.92493298,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"37","issue":"2","first_page":"1","last_page":"11"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10703","display_name":"Business Process Modeling and Analysis","score":0.9926999807357788,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10703","display_name":"Business Process Modeling and Analysis","score":0.9926999807357788,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10679","display_name":"Service-Oriented Architecture and Web Services","score":0.9861000180244446,"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/T12594","display_name":"Collaboration in agile enterprises","score":0.9825999736785889,"subfield":{"id":"https://openalex.org/subfields/1405","display_name":"Management of Technology and Innovation"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6393359303474426},{"id":"https://openalex.org/keywords/dependency","display_name":"Dependency (UML)","score":0.6378030776977539},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.532545268535614},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5001318454742432},{"id":"https://openalex.org/keywords/adaptive-neuro-fuzzy-inference-system","display_name":"Adaptive neuro fuzzy inference system","score":0.48268747329711914},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.46086108684539795},{"id":"https://openalex.org/keywords/personalization","display_name":"Personalization","score":0.4565955102443695},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.43611282110214233},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.430219829082489},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.41854673624038696},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.41312333941459656},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4029359817504883},{"id":"https://openalex.org/keywords/fuzzy-control-system","display_name":"Fuzzy control system","score":0.26798492670059204}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6393359303474426},{"id":"https://openalex.org/C19768560","wikidata":"https://www.wikidata.org/wiki/Q320727","display_name":"Dependency (UML)","level":2,"score":0.6378030776977539},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.532545268535614},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5001318454742432},{"id":"https://openalex.org/C186108316","wikidata":"https://www.wikidata.org/wiki/Q352530","display_name":"Adaptive neuro fuzzy inference system","level":4,"score":0.48268747329711914},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.46086108684539795},{"id":"https://openalex.org/C183003079","wikidata":"https://www.wikidata.org/wiki/Q1000371","display_name":"Personalization","level":2,"score":0.4565955102443695},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.43611282110214233},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.430219829082489},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.41854673624038696},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.41312333941459656},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4029359817504883},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.26798492670059204},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2108144.2108152","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2108144.2108152","pdf_url":null,"source":{"id":"https://openalex.org/S186921487","display_name":"ACM SIGSOFT Software Engineering Notes","issn_l":"0163-5948","issn":["0163-5948","1943-5843"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM SIGSOFT Software Engineering Notes","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/8","score":0.44999998807907104,"display_name":"Decent work and economic growth"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W63681446","https://openalex.org/W117209937","https://openalex.org/W1487084973","https://openalex.org/W1502441705","https://openalex.org/W1511428491","https://openalex.org/W1530470012","https://openalex.org/W1572596022","https://openalex.org/W1624143779","https://openalex.org/W1795465469","https://openalex.org/W1970695256","https://openalex.org/W1974200887","https://openalex.org/W1975307294","https://openalex.org/W1980458013","https://openalex.org/W1996255366","https://openalex.org/W2008023135","https://openalex.org/W2033982782","https://openalex.org/W2039960108","https://openalex.org/W2041280856","https://openalex.org/W2041667425","https://openalex.org/W2047958626","https://openalex.org/W2063391910","https://openalex.org/W2072269799","https://openalex.org/W2095829831","https://openalex.org/W2130891285","https://openalex.org/W2143109193","https://openalex.org/W2177007941","https://openalex.org/W2181750607","https://openalex.org/W2183871974","https://openalex.org/W2322787224","https://openalex.org/W2377291090","https://openalex.org/W2619243368","https://openalex.org/W2626642010","https://openalex.org/W2640190109","https://openalex.org/W2910026818","https://openalex.org/W2993781365","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2114654021","https://openalex.org/W2263529430","https://openalex.org/W2389800468","https://openalex.org/W4390103748","https://openalex.org/W2763641192","https://openalex.org/W2150377753","https://openalex.org/W2392430664","https://openalex.org/W3162202563","https://openalex.org/W2377425550","https://openalex.org/W3006331445"],"abstract_inverted_index":{"Inter-agent":[0],"communication":[1],"is":[2,16,143,180,195,213],"one":[3],"of":[4,8,60,77,85,115,134,159,167,189,201],"the":[5,34,45,65,102,112,131,147,165,168,198,205,220],"main":[6],"concerns":[7],"Agent":[9],"Oriented":[10],"Requirements":[11],"Engineering":[12],"(AORE).":[13],"The":[14,156,171,187],"concern":[15],"delineated":[17],"as":[18,58,173,175],"managing":[19],"inter-dependencies":[20],"and":[21,40,53,73,81,106,109,139,154,204],"interaction":[22],"among":[23],"various":[24],"agents":[25,116],"performing":[26],"collaborative":[27],"activities.":[28],"To":[29,79],"carry":[30],"out":[31],"cooperative":[32],"activities,":[33],"application":[35],"areas":[36],"viz.":[37],"electronic":[38],"commerce":[39],"enterprise":[41],"resource":[42,71,89],"planning":[43],"in":[44,150],"distributed":[46],"environment":[47],"require":[48],"an":[49,86,94],"agent":[50,87],"to":[51,104,117,145,182],"predict":[52,82],"customize":[54],"dependency":[55],"needs":[56],"termed":[57],"Degree":[59],"Dependency":[61],"(DoD)":[62],"so":[63],"that":[64,99,215],"goal":[66],"may":[67],"be":[68],"obtained":[69],"within":[70,88],"constraints":[72],"with":[74],"optimal":[75],"number":[76,114],"agents.":[78],"quantify":[80],"exertion":[83,160],"load":[84],"constraints,":[90],"this":[91,122],"paper":[92],"proposes":[93],"Analytical":[95],"Inference":[96,127],"Model":[97],"(AIM)":[98],"would":[100,162],"facilitate":[101],"developer":[103],"evaluate":[105],"envisage":[107],"DoD":[108],"hence":[110],"analyze":[111],"optimum":[113],"obtain":[118],"predicted":[119],"DoD.":[120,155],"In":[121],"work,":[123],"Adaptive":[124],"Neuro":[125],"Fuzzy":[126,140],"System":[128],"(ANFIS)":[129],"combining":[130],"potential":[132],"benefits":[133],"Artificial":[135],"Neural":[136],"Network":[137],"(ANN)":[138],"Logic":[141],"(FL)":[142],"employed":[144,181],"discover":[146],"linear":[148],"relationship":[149],"input":[151],"domain":[152],"attributes":[153],"resultant":[157],"optimization":[158],"loads":[161],"immensely":[163],"improve":[164],"quality":[166],"Multi-Agent":[169],"System.":[170],"hybrid,":[172],"well":[174],"back":[176,221],"propagation":[177,222],"learning":[178,217],"algorithm,":[179],"adapt":[183],"from":[184],"training":[185],"data.":[186],"bestfitness":[188],"proposed":[190],"model":[191],"against":[192],"test":[193],"data":[194],"examined":[196],"by":[197],"performance":[199],"indicators-Coefficient":[200],"Correlation":[202],"(CORR)":[203],"Normalized":[206],"Root":[207],"Mean":[208],"Square":[209],"Error":[210],"(NRMSE).":[211],"It":[212],"observed":[214],"hybrid":[216],"algorithm":[218],"outperforms":[219],"algorithm.":[223]},"counts_by_year":[{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":3},{"year":2012,"cited_by_count":2}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}