{"id":"https://openalex.org/W2293540050","doi":"https://doi.org/10.1007/978-3-662-48616-0_13","title":"Integrating Gaussian Process with Reinforcement Learning for Adaptive Service Composition","display_name":"Integrating Gaussian Process with Reinforcement Learning for Adaptive Service Composition","publication_year":2015,"publication_date":"2015-01-01","ids":{"openalex":"https://openalex.org/W2293540050","doi":"https://doi.org/10.1007/978-3-662-48616-0_13","mag":"2293540050"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-662-48616-0_13","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-662-48616-0_13","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5110188641","display_name":"Hongbing Wang","orcid":"https://orcid.org/0009-0007-1301-6086"},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Hongbing Wang","raw_affiliation_strings":["School of Computer Science and Engineering and Key Laboratory of Computer Network and Information Integration, Southeast University, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering and Key Laboratory of Computer Network and Information Integration, Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101881725","display_name":"Qin Wu","orcid":"https://orcid.org/0000-0002-9313-7369"},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qin Wu","raw_affiliation_strings":["School of Computer Science and Engineering and Key Laboratory of Computer Network and Information Integration, Southeast University, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering and Key Laboratory of Computer Network and Information Integration, Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100724151","display_name":"Xin Chen","orcid":"https://orcid.org/0000-0003-2706-5069"},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xin Chen","raw_affiliation_strings":["School of Computer Science and Engineering and Key Laboratory of Computer Network and Information Integration, Southeast University, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering and Key Laboratory of Computer Network and Information Integration, Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081837918","display_name":"Qi Yu","orcid":"https://orcid.org/0000-0002-0426-5407"},"institutions":[{"id":"https://openalex.org/I155173764","display_name":"Rochester Institute of Technology","ror":"https://ror.org/00v4yb702","country_code":"US","type":"education","lineage":["https://openalex.org/I155173764"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Qi Yu","raw_affiliation_strings":["College of Computing and Information Sciences, Rochester Institute of Tech, Rochester, USA"],"affiliations":[{"raw_affiliation_string":"College of Computing and Information Sciences, Rochester Institute of Tech, Rochester, USA","institution_ids":["https://openalex.org/I155173764"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5110188641"],"corresponding_institution_ids":["https://openalex.org/I76569877"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":2.2831,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.89252035,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"203","last_page":"217"},"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":0.9952999949455261,"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":0.9952999949455261,"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/T10639","display_name":"Advanced Software Engineering Methodologies","score":0.9793000221252441,"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/T11986","display_name":"Scientific Computing and Data Management","score":0.9776999950408936,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8149154186248779},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.7161879539489746},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.6727105975151062},{"id":"https://openalex.org/keywords/composition","display_name":"Composition (language)","score":0.6042335629463196},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.5624468922615051},{"id":"https://openalex.org/keywords/service-composition","display_name":"Service composition","score":0.5600703358650208},{"id":"https://openalex.org/keywords/gaussian-process","display_name":"Gaussian process","score":0.5143762230873108},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.4675677418708801},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.4665982723236084},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.46429309248924255},{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.4537217915058136},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.43984532356262207},{"id":"https://openalex.org/keywords/service-oriented-architecture","display_name":"Service-oriented architecture","score":0.4390360116958618},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.43333500623703003},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.4160478413105011},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4117593467235565},{"id":"https://openalex.org/keywords/gaussian","display_name":"Gaussian","score":0.3322359323501587},{"id":"https://openalex.org/keywords/web-service","display_name":"Web service","score":0.3099830448627472},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.12061622738838196},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.11454278230667114},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.07624509930610657},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.0742761492729187}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8149154186248779},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.7161879539489746},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.6727105975151062},{"id":"https://openalex.org/C40231798","wikidata":"https://www.wikidata.org/wiki/Q1333743","display_name":"Composition (language)","level":2,"score":0.6042335629463196},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.5624468922615051},{"id":"https://openalex.org/C2983385018","wikidata":"https://www.wikidata.org/wiki/Q7455734","display_name":"Service composition","level":3,"score":0.5600703358650208},{"id":"https://openalex.org/C61326573","wikidata":"https://www.wikidata.org/wiki/Q1496376","display_name":"Gaussian process","level":3,"score":0.5143762230873108},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.4675677418708801},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.4665982723236084},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.46429309248924255},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.4537217915058136},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.43984532356262207},{"id":"https://openalex.org/C57041688","wikidata":"https://www.wikidata.org/wiki/Q220644","display_name":"Service-oriented architecture","level":3,"score":0.4390360116958618},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.43333500623703003},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.4160478413105011},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4117593467235565},{"id":"https://openalex.org/C163716315","wikidata":"https://www.wikidata.org/wiki/Q901177","display_name":"Gaussian","level":2,"score":0.3322359323501587},{"id":"https://openalex.org/C35578498","wikidata":"https://www.wikidata.org/wiki/Q193424","display_name":"Web service","level":2,"score":0.3099830448627472},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.12061622738838196},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.11454278230667114},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.07624509930610657},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0742761492729187},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"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/C136264566","wikidata":"https://www.wikidata.org/wiki/Q159810","display_name":"Economy","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","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/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-662-48616-0_13","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-662-48616-0_13","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","score":0.7599999904632568,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W115534488","https://openalex.org/W1591718464","https://openalex.org/W1594545887","https://openalex.org/W1626155273","https://openalex.org/W1746819321","https://openalex.org/W1757040465","https://openalex.org/W1980959677","https://openalex.org/W2012024302","https://openalex.org/W2046513829","https://openalex.org/W2093346352","https://openalex.org/W2103451763","https://openalex.org/W2106722358","https://openalex.org/W2109722166","https://openalex.org/W2118686230","https://openalex.org/W2121863487","https://openalex.org/W2129564505","https://openalex.org/W2132849848","https://openalex.org/W2133733518","https://openalex.org/W2151268438","https://openalex.org/W2156974606","https://openalex.org/W2160243129","https://openalex.org/W2162717641","https://openalex.org/W2914656440","https://openalex.org/W4211049957","https://openalex.org/W4214717370","https://openalex.org/W4252136692","https://openalex.org/W4255086249"],"related_works":["https://openalex.org/W1546980300","https://openalex.org/W2013343621","https://openalex.org/W4246898356","https://openalex.org/W1982098960","https://openalex.org/W100127945","https://openalex.org/W1594545887","https://openalex.org/W2994043954","https://openalex.org/W2898818629","https://openalex.org/W2136457176","https://openalex.org/W2783582617"],"abstract_inverted_index":null,"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}