{"id":"https://openalex.org/W2047403498","doi":"https://doi.org/10.1109/tsc.2014.2304729","title":"Data-Driven Composition for Service-Oriented Situational Web Applications","display_name":"Data-Driven Composition for Service-Oriented Situational Web Applications","publication_year":2014,"publication_date":"2014-02-05","ids":{"openalex":"https://openalex.org/W2047403498","doi":"https://doi.org/10.1109/tsc.2014.2304729","mag":"2047403498"},"language":"en","primary_location":{"id":"doi:10.1109/tsc.2014.2304729","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsc.2014.2304729","pdf_url":null,"source":{"id":"https://openalex.org/S204223317","display_name":"IEEE Transactions on Services Computing","issn_l":"1939-1374","issn":["1939-1374","2372-0204"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Services Computing","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/A5052249316","display_name":"Xuanzhe Liu","orcid":"https://orcid.org/0000-0002-7908-8484"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]},{"id":"https://openalex.org/I4210092262","display_name":"Ministry of Education","ror":"https://ror.org/00dh5gw98","country_code":"RO","type":"funder","lineage":["https://openalex.org/I2799732796","https://openalex.org/I4210092262"]},{"id":"https://openalex.org/I4210128818","display_name":"Institute of Software","ror":"https://ror.org/033dfsn42","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210128818"]}],"countries":["CN","RO"],"is_corresponding":false,"raw_author_name":"Xuanzhe Liu","raw_affiliation_strings":["Institute of Software, Peking University, Beijing, China","Key Laboratory of High Confidence Software Technologies, Ministry of Education"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Software, Peking University, Beijing, China","institution_ids":["https://openalex.org/I20231570","https://openalex.org/I4210128818"]},{"raw_affiliation_string":"Key Laboratory of High Confidence Software Technologies, Ministry of Education","institution_ids":["https://openalex.org/I4210092262"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101614814","display_name":"Yun Ma","orcid":"https://orcid.org/0000-0001-7866-4075"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]},{"id":"https://openalex.org/I4210092262","display_name":"Ministry of Education","ror":"https://ror.org/00dh5gw98","country_code":"RO","type":"funder","lineage":["https://openalex.org/I2799732796","https://openalex.org/I4210092262"]},{"id":"https://openalex.org/I4210128818","display_name":"Institute of Software","ror":"https://ror.org/033dfsn42","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210128818"]}],"countries":["CN","RO"],"is_corresponding":false,"raw_author_name":"Yun Ma","raw_affiliation_strings":["Institute of Software, Peking University, Beijing, China","Key Laboratory of High Confidence Software Technologies, Ministry of Education"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Software, Peking University, Beijing, China","institution_ids":["https://openalex.org/I20231570","https://openalex.org/I4210128818"]},{"raw_affiliation_string":"Key Laboratory of High Confidence Software Technologies, Ministry of Education","institution_ids":["https://openalex.org/I4210092262"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101617703","display_name":"Gang Huang","orcid":"https://orcid.org/0000-0002-4686-3181"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]},{"id":"https://openalex.org/I4210092262","display_name":"Ministry of Education","ror":"https://ror.org/00dh5gw98","country_code":"RO","type":"funder","lineage":["https://openalex.org/I2799732796","https://openalex.org/I4210092262"]},{"id":"https://openalex.org/I4210128818","display_name":"Institute of Software","ror":"https://ror.org/033dfsn42","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210128818"]}],"countries":["CN","RO"],"is_corresponding":false,"raw_author_name":"Gang Huang","raw_affiliation_strings":["Institute of Software, Peking University, Beijing, China","Key Laboratory of High Confidence Software Technologies, Ministry of Education"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Software, Peking University, Beijing, China","institution_ids":["https://openalex.org/I20231570","https://openalex.org/I4210128818"]},{"raw_affiliation_string":"Key Laboratory of High Confidence Software Technologies, Ministry of Education","institution_ids":["https://openalex.org/I4210092262"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009946754","display_name":"Junfeng Zhao","orcid":"https://orcid.org/0000-0002-1268-5006"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]},{"id":"https://openalex.org/I4210092262","display_name":"Ministry of Education","ror":"https://ror.org/00dh5gw98","country_code":"RO","type":"funder","lineage":["https://openalex.org/I2799732796","https://openalex.org/I4210092262"]},{"id":"https://openalex.org/I4210128818","display_name":"Institute of Software","ror":"https://ror.org/033dfsn42","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210128818"]}],"countries":["CN","RO"],"is_corresponding":false,"raw_author_name":"Junfeng Zhao","raw_affiliation_strings":["Institute of Software, Peking University, Beijing, China","Key Laboratory of High Confidence Software Technologies, Ministry of Education"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Software, Peking University, Beijing, China","institution_ids":["https://openalex.org/I20231570","https://openalex.org/I4210128818"]},{"raw_affiliation_string":"Key Laboratory of High Confidence Software Technologies, Ministry of Education","institution_ids":["https://openalex.org/I4210092262"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100633784","display_name":"Hong Mei","orcid":"https://orcid.org/0000-0003-2380-3976"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]},{"id":"https://openalex.org/I4210092262","display_name":"Ministry of Education","ror":"https://ror.org/00dh5gw98","country_code":"RO","type":"funder","lineage":["https://openalex.org/I2799732796","https://openalex.org/I4210092262"]},{"id":"https://openalex.org/I4210128818","display_name":"Institute of Software","ror":"https://ror.org/033dfsn42","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210128818"]}],"countries":["CN","RO"],"is_corresponding":false,"raw_author_name":"Hong Mei","raw_affiliation_strings":["Institute of Software, Peking University, Beijing, China","Key Laboratory of High Confidence Software Technologies, Ministry of Education"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Software, Peking University, Beijing, China","institution_ids":["https://openalex.org/I20231570","https://openalex.org/I4210128818"]},{"raw_affiliation_string":"Key Laboratory of High Confidence Software Technologies, Ministry of Education","institution_ids":["https://openalex.org/I4210092262"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102880548","display_name":"Yunxin Liu","orcid":"https://orcid.org/0000-0001-7352-8955"},"institutions":[{"id":"https://openalex.org/I4210113369","display_name":"Microsoft Research Asia (China)","ror":"https://ror.org/0300m5276","country_code":"CN","type":"company","lineage":["https://openalex.org/I1290206253","https://openalex.org/I4210113369"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yunxin Liu","raw_affiliation_strings":["Microsoft Research Asia, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Microsoft Research Asia, Beijing, China","institution_ids":["https://openalex.org/I4210113369"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":26.6799,"has_fulltext":false,"cited_by_count":51,"citation_normalized_percentile":{"value":0.99359128,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"8","issue":"1","first_page":"2","last_page":"16"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10679","display_name":"Service-Oriented Architecture and Web Services","score":1.0,"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":"Service-Oriented Architecture and Web Services","score":1.0,"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/T10215","display_name":"Semantic Web and Ontologies","score":0.996999979019165,"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/T10703","display_name":"Business Process Modeling and Analysis","score":0.9901000261306763,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8795250654220581},{"id":"https://openalex.org/keywords/web-service","display_name":"Web service","score":0.6530156135559082},{"id":"https://openalex.org/keywords/composition","display_name":"Composition (language)","score":0.5757862329483032},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5177246928215027},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.49734261631965637},{"id":"https://openalex.org/keywords/service-composition","display_name":"Service composition","score":0.4951750338077545},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.47222211956977844},{"id":"https://openalex.org/keywords/situational-ethics","display_name":"Situational ethics","score":0.4657125771045685},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.4272230863571167},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.38121867179870605},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.08033689856529236}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8795250654220581},{"id":"https://openalex.org/C35578498","wikidata":"https://www.wikidata.org/wiki/Q193424","display_name":"Web service","level":2,"score":0.6530156135559082},{"id":"https://openalex.org/C40231798","wikidata":"https://www.wikidata.org/wiki/Q1333743","display_name":"Composition (language)","level":2,"score":0.5757862329483032},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5177246928215027},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.49734261631965637},{"id":"https://openalex.org/C2983385018","wikidata":"https://www.wikidata.org/wiki/Q7455734","display_name":"Service composition","level":3,"score":0.4951750338077545},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.47222211956977844},{"id":"https://openalex.org/C9114305","wikidata":"https://www.wikidata.org/wiki/Q1428317","display_name":"Situational ethics","level":2,"score":0.4657125771045685},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.4272230863571167},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.38121867179870605},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.08033689856529236},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"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/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"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/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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tsc.2014.2304729","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsc.2014.2304729","pdf_url":null,"source":{"id":"https://openalex.org/S204223317","display_name":"IEEE Transactions on Services Computing","issn_l":"1939-1374","issn":["1939-1374","2372-0204"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Services Computing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":47,"referenced_works":["https://openalex.org/W43809819","https://openalex.org/W63252850","https://openalex.org/W138006837","https://openalex.org/W1523993304","https://openalex.org/W1532325895","https://openalex.org/W1549014378","https://openalex.org/W1874094205","https://openalex.org/W1890153130","https://openalex.org/W1965555277","https://openalex.org/W1967678165","https://openalex.org/W1980930537","https://openalex.org/W1986098702","https://openalex.org/W2001959118","https://openalex.org/W2004594687","https://openalex.org/W2082303393","https://openalex.org/W2091418534","https://openalex.org/W2097210546","https://openalex.org/W2097258101","https://openalex.org/W2097385209","https://openalex.org/W2099671040","https://openalex.org/W2100064128","https://openalex.org/W2100935296","https://openalex.org/W2110559139","https://openalex.org/W2114886117","https://openalex.org/W2120683688","https://openalex.org/W2121543665","https://openalex.org/W2128057488","https://openalex.org/W2135819660","https://openalex.org/W2136930489","https://openalex.org/W2141880113","https://openalex.org/W2154343182","https://openalex.org/W2157938327","https://openalex.org/W2161280754","https://openalex.org/W2166567137","https://openalex.org/W2167499652","https://openalex.org/W2171104838","https://openalex.org/W3036452807","https://openalex.org/W4213009331","https://openalex.org/W4213262410","https://openalex.org/W6601770304","https://openalex.org/W6605604079","https://openalex.org/W6632758013","https://openalex.org/W6639055095","https://openalex.org/W6639484246","https://openalex.org/W6675339850","https://openalex.org/W6684358104","https://openalex.org/W6959696218"],"related_works":["https://openalex.org/W17155033","https://openalex.org/W3207760230","https://openalex.org/W1496222301","https://openalex.org/W1590307681","https://openalex.org/W4312814274","https://openalex.org/W4285370786","https://openalex.org/W2296488620","https://openalex.org/W2358353312","https://openalex.org/W2148847680","https://openalex.org/W166507480"],"abstract_inverted_index":{"The":[0],"convergence":[1],"of":[2,12,26,31,85,129,142,149],"Services":[3],"Computing":[4],"and":[5,28,126,147],"Web":[6],"2.0":[7],"gains":[8],"a":[9,52,64,78],"large":[10,24],"space":[11],"opportunities":[13],"to":[14,38,56,66,73,95,132],"compose":[15],"\u201csituational\u201d":[16],"web":[17],"applications":[18],"from":[19,70],"web-delivered":[20],"services.":[21],"However,":[22],"the":[23,29,110,137,145],"number":[25],"services":[27],"complexity":[30],"composition":[32,36,88,105,119,130],"constraints":[33],"make":[34],"manual":[35],"difficult":[37],"application":[39,59],"developers,":[40],"who":[41],"might":[42],"be":[43],"non-professional":[44],"programmers":[45],"or":[46],"even":[47,113],"end-users.":[48],"This":[49,81],"paper":[50],"presents":[51],"systematic":[53],"data-driven":[54],"approach":[55],"assisting":[57],"situational":[58],"development.":[60],"We":[61],"first":[62],"propose":[63],"technique":[65,102],"extract":[67],"useful":[68],"information":[69],"multiple":[71],"sources":[72],"abstract":[74],"service":[75],"capabilities":[76],"with":[77,114,136],"set":[79],"tags.":[80],"supports":[82],"intuitive":[83],"expression":[84],"user's":[86],"desired":[87,111],"goals":[89],"by":[90],"simple":[91],"queries,":[92],"without":[93],"having":[94],"know":[96],"underlying":[97],"technical":[98],"details.":[99],"A":[100,121,140],"planning":[101],"then":[103],"exploits":[104],"solutions":[106],"which":[107],"can":[108],"constitute":[109],"goals,":[112],"some":[115],"potential":[116],"new":[117],"interesting":[118],"opportunities.":[120],"browser-based":[122],"tool":[123],"facilitates":[124],"visual":[125],"iterative":[127],"refinement":[128],"solutions,":[131],"finally":[133],"come":[134],"up":[135],"satisfying":[138],"outputs.":[139],"series":[141],"experiments":[143],"demonstrate":[144],"efficiency":[146],"effectiveness":[148],"our":[150],"approach.":[151]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":9},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":6},{"year":2017,"cited_by_count":5},{"year":2016,"cited_by_count":15},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":2}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}