{"id":"https://openalex.org/W4399253859","doi":"https://doi.org/10.1145/3661638.3661722","title":"A Solution Space Reduction Approach based on Neural Network and Clustering for Large-scale Service Composition","display_name":"A Solution Space Reduction Approach based on Neural Network and Clustering for Large-scale Service Composition","publication_year":2023,"publication_date":"2023-12-22","ids":{"openalex":"https://openalex.org/W4399253859","doi":"https://doi.org/10.1145/3661638.3661722"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1145/3661638.3661722","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"proceedings-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/A5064103881","display_name":"Feifei Xu","orcid":"https://orcid.org/0009-0003-5990-7467"},"institutions":[{"id":"https://openalex.org/I143868143","display_name":"Anhui University","ror":"https://ror.org/05th6yx34","country_code":"CN","type":"education","lineage":["https://openalex.org/I143868143"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Feifei Xu","raw_affiliation_strings":["School of Computer Science and Technology, Anhui University, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Anhui University, China","institution_ids":["https://openalex.org/I143868143"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101611537","display_name":"Cheng Zhang","orcid":"https://orcid.org/0000-0001-6144-8931"},"institutions":[{"id":"https://openalex.org/I143868143","display_name":"Anhui University","ror":"https://ror.org/05th6yx34","country_code":"CN","type":"education","lineage":["https://openalex.org/I143868143"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Cheng Zhang","raw_affiliation_strings":["School of Computer Science and Technology, Anhui University, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Anhui University, China","institution_ids":["https://openalex.org/I143868143"]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":0,"max":70},"biblio":{"volume":null,"issue":null,"first_page":"443","last_page":"447"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T10679","display_name":"QoS-Aware Web Services Composition and Semantic Matching","score":0.9989,"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/T10679","display_name":"QoS-Aware Web Services Composition and Semantic Matching","score":0.9989,"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/T10101","display_name":"Cloud Computing and Big Data Technologies","score":0.9726,"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/T12127","display_name":"Log Analysis and System Performance Diagnosis","score":0.9718,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/service-composition","display_name":"Service composition","score":0.6127108},{"id":"https://openalex.org/keywords/service-selection-algorithms","display_name":"Service Selection Algorithms","score":0.609938},{"id":"https://openalex.org/keywords/service-oriented-computing","display_name":"Service-Oriented Computing","score":0.593102},{"id":"https://openalex.org/keywords/web-service-composition","display_name":"Web Service Composition","score":0.586759},{"id":"https://openalex.org/keywords/quality-of-service-(qos)","display_name":"Quality of Service (QoS)","score":0.545887},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud Computing","score":0.526914},{"id":"https://openalex.org/keywords/service-level-objective","display_name":"Service level objective","score":0.41703707}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7061319},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.6846154},{"id":"https://openalex.org/C2983385018","wikidata":"https://www.wikidata.org/wiki/Q7455734","display_name":"Service composition","level":3,"score":0.6127108},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.61083686},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.5929546},{"id":"https://openalex.org/C40231798","wikidata":"https://www.wikidata.org/wiki/Q1333743","display_name":"Composition (language)","level":2,"score":0.559393},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4756415},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.46098125},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.4341642},{"id":"https://openalex.org/C16151460","wikidata":"https://www.wikidata.org/wiki/Q3480069","display_name":"Service level objective","level":5,"score":0.41703707},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.37432176},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.3225079},{"id":"https://openalex.org/C61063171","wikidata":"https://www.wikidata.org/wiki/Q532781","display_name":"Service design","level":4,"score":0.3078534},{"id":"https://openalex.org/C116537","wikidata":"https://www.wikidata.org/wiki/Q2169973","display_name":"Service provider","level":3,"score":0.2572438},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.25204358},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.23185125},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C136264566","wikidata":"https://www.wikidata.org/wiki/Q159810","display_name":"Economy","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1145/3661638.3661722","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.42}],"grants":[],"datasets":[],"versions":[],"referenced_works_count":9,"referenced_works":["https://openalex.org/W2141664217","https://openalex.org/W2618380667","https://openalex.org/W2931620507","https://openalex.org/W2970355080","https://openalex.org/W2970663264","https://openalex.org/W2995744004","https://openalex.org/W3000152304","https://openalex.org/W3045843229","https://openalex.org/W4281633043"],"related_works":["https://openalex.org/W928714965","https://openalex.org/W3145149329","https://openalex.org/W3037117122","https://openalex.org/W2543591478","https://openalex.org/W2530755953","https://openalex.org/W2182332995","https://openalex.org/W2168158826","https://openalex.org/W2154017244","https://openalex.org/W2148505942","https://openalex.org/W2060727697"],"abstract_inverted_index":{"Service":[0],"composition":[1,17,22,38,51,63,81,108],"is":[2,54],"an":[3],"important":[4],"way":[5],"to":[6,56,91,120],"generate":[7,45],"value-added":[8],"services":[9,44],"in":[10,70,127],"cloud":[11,32],"computing.":[12],"The":[13],"selection":[14],"of":[15,49,74,95,117,124,130],"optimal":[16],"scheme":[18],"for":[19],"QoS-aware":[20],"service":[21,33,37,50,62,80,96,107,132],"has":[23],"become":[24],"a":[25,30,46,71,79],"research":[26],"hot":[27],"topic.":[28],"In":[29],"dynamic":[31],"environment,":[34],"the":[35,67,93,106,122,128],"complex":[36],"process":[39],"structure":[40],"and":[41,89],"numerous":[42],"candidate":[43],"huge":[47],"number":[48,73],"results.":[52],"It":[53],"challenging":[55],"select":[57],"best":[58,61],"or":[59],"near":[60],"result":[64],"that":[65],"meets":[66],"user's":[68],"preference":[69],"large":[72],"solution":[75],"spaces.":[76],"We":[77,112],"propose":[78],"method":[82],"based":[83,99],"on":[84,100],"neural":[85],"network":[86],"model":[87],"prediction":[88],"clustering":[90],"ensure":[92],"optimality":[94],"combination":[97],"results":[98],"user":[101],"preferences":[102],"while":[103],"further":[104],"reducing":[105],"algorithm":[109],"search":[110],"time.":[111],"carry":[113],"out":[114],"comparative":[115],"experiments":[116],"different":[118],"approaches":[119],"validate":[121],"superiority":[123],"our":[125],"approach":[126],"background":[129],"large-scale":[131],"composition.":[133]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W4399253859","counts_by_year":[],"updated_date":"2024-10-17T07:53:56.106329","created_date":"2024-06-02"}
