{"id":"https://openalex.org/W3198239737","doi":"https://doi.org/10.1080/09540091.2021.1974819","title":"API recommendation for Mashup creation based on neural graph collaborative filtering","display_name":"API recommendation for Mashup creation based on neural graph collaborative filtering","publication_year":2021,"publication_date":"2021-09-08","ids":{"openalex":"https://openalex.org/W3198239737","doi":"https://doi.org/10.1080/09540091.2021.1974819","mag":"3198239737"},"language":"en","primary_location":{"id":"doi:10.1080/09540091.2021.1974819","is_oa":true,"landing_page_url":"https://doi.org/10.1080/09540091.2021.1974819","pdf_url":"https://www.tandfonline.com/doi/pdf/10.1080/09540091.2021.1974819?needAccess=true","source":{"id":"https://openalex.org/S4210188800","display_name":"Connection Science","issn_l":"0954-0091","issn":["0954-0091","1360-0494"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Connection Science","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://www.tandfonline.com/doi/pdf/10.1080/09540091.2021.1974819?needAccess=true","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5066485745","display_name":"Sixian Lian","orcid":"https://orcid.org/0009-0009-1042-0029"},"institutions":[{"id":"https://openalex.org/I186272606","display_name":"Guangdong University of Foreign Studies","ror":"https://ror.org/00fhc9y79","country_code":"CN","type":"education","lineage":["https://openalex.org/I186272606"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Sixian Lian","raw_affiliation_strings":["School of Information Science and Technology, Guangdong University of Foreign Studies, Guangzhou, People Republic of China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, Guangdong University of Foreign Studies, Guangzhou, People Republic of China","institution_ids":["https://openalex.org/I186272606"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5021069959","display_name":"Mingdong Tang","orcid":"https://orcid.org/0000-0001-6010-2955"},"institutions":[{"id":"https://openalex.org/I186272606","display_name":"Guangdong University of Foreign Studies","ror":"https://ror.org/00fhc9y79","country_code":"CN","type":"education","lineage":["https://openalex.org/I186272606"]},{"id":"https://openalex.org/I4210092257","display_name":"China Guangzhou Analysis and Testing Center","ror":"https://ror.org/00d6bjs95","country_code":"CN","type":"other","lineage":["https://openalex.org/I4210092257"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Mingdong Tang","raw_affiliation_strings":["Guangdong Key Laboratory of Big Data Analysis and Processing, Guangzhou, People Republic of China","School of Information Science and Technology, Guangdong University of Foreign Studies, Guangzhou, People Republic of China"],"affiliations":[{"raw_affiliation_string":"Guangdong Key Laboratory of Big Data Analysis and Processing, Guangzhou, People Republic of China","institution_ids":["https://openalex.org/I4210092257"]},{"raw_affiliation_string":"School of Information Science and Technology, Guangdong University of Foreign Studies, Guangzhou, People Republic of China","institution_ids":["https://openalex.org/I186272606"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5021069959"],"corresponding_institution_ids":["https://openalex.org/I186272606","https://openalex.org/I4210092257"],"apc_list":{"value":1270,"currency":"USD","value_usd":1270},"apc_paid":{"value":1270,"currency":"USD","value_usd":1270},"fwci":11.0709,"has_fulltext":false,"cited_by_count":51,"citation_normalized_percentile":{"value":0.98365831,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"34","issue":"1","first_page":"124","last_page":"138"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9980999827384949,"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/T10203","display_name":"Recommender Systems and Techniques","score":0.9980999827384949,"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/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9814000129699707,"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"}},{"id":"https://openalex.org/T11478","display_name":"Caching and Content Delivery","score":0.9797000288963318,"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/mashup","display_name":"Mashup","score":0.793533205986023},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7737236618995667},{"id":"https://openalex.org/keywords/collaborative-filtering","display_name":"Collaborative filtering","score":0.5484564304351807},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.4920322597026825},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.4913126528263092},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.4192485213279724},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4062041640281677},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.341010719537735},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.23944765329360962},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.15395405888557434},{"id":"https://openalex.org/keywords/web-2.0","display_name":"Web 2.0","score":0.07773765921592712}],"concepts":[{"id":"https://openalex.org/C196126337","wikidata":"https://www.wikidata.org/wiki/Q821080","display_name":"Mashup","level":4,"score":0.793533205986023},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7737236618995667},{"id":"https://openalex.org/C21569690","wikidata":"https://www.wikidata.org/wiki/Q94702","display_name":"Collaborative filtering","level":3,"score":0.5484564304351807},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.4920322597026825},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.4913126528263092},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.4192485213279724},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4062041640281677},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.341010719537735},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.23944765329360962},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.15395405888557434},{"id":"https://openalex.org/C136699151","wikidata":"https://www.wikidata.org/wiki/Q131164","display_name":"Web 2.0","level":3,"score":0.07773765921592712}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1080/09540091.2021.1974819","is_oa":true,"landing_page_url":"https://doi.org/10.1080/09540091.2021.1974819","pdf_url":"https://www.tandfonline.com/doi/pdf/10.1080/09540091.2021.1974819?needAccess=true","source":{"id":"https://openalex.org/S4210188800","display_name":"Connection Science","issn_l":"0954-0091","issn":["0954-0091","1360-0494"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Connection Science","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:29baefe9fd934cc9bb508874597a7c1f","is_oa":true,"landing_page_url":"https://doaj.org/article/29baefe9fd934cc9bb508874597a7c1f","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Connection Science, Vol 34, Iss 1, Pp 124-138 (2022)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1080/09540091.2021.1974819","is_oa":true,"landing_page_url":"https://doi.org/10.1080/09540091.2021.1974819","pdf_url":"https://www.tandfonline.com/doi/pdf/10.1080/09540091.2021.1974819?needAccess=true","source":{"id":"https://openalex.org/S4210188800","display_name":"Connection Science","issn_l":"0954-0091","issn":["0954-0091","1360-0494"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Connection Science","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.44999998807907104}],"awards":[{"id":"https://openalex.org/G2809807691","display_name":null,"funder_award_id":"61976061","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3198239737.pdf","grobid_xml":"https://content.openalex.org/works/W3198239737.grobid-xml"},"referenced_works_count":32,"referenced_works":["https://openalex.org/W1557746317","https://openalex.org/W2016634230","https://openalex.org/W2049953615","https://openalex.org/W2054141820","https://openalex.org/W2072309371","https://openalex.org/W2102100625","https://openalex.org/W2157881433","https://openalex.org/W2294256350","https://openalex.org/W2516233023","https://openalex.org/W2521481128","https://openalex.org/W2524052287","https://openalex.org/W2548927583","https://openalex.org/W2567289819","https://openalex.org/W2605350416","https://openalex.org/W2607180559","https://openalex.org/W2611274474","https://openalex.org/W2756230697","https://openalex.org/W2759564290","https://openalex.org/W2804057010","https://openalex.org/W2894039884","https://openalex.org/W2911126749","https://openalex.org/W2911522936","https://openalex.org/W2922985695","https://openalex.org/W2945827670","https://openalex.org/W2970686298","https://openalex.org/W2999746944","https://openalex.org/W3100278010","https://openalex.org/W3166324779","https://openalex.org/W4206323677","https://openalex.org/W4206422821","https://openalex.org/W4239628076","https://openalex.org/W4241975876"],"related_works":["https://openalex.org/W2772628444","https://openalex.org/W2735929803","https://openalex.org/W4220714703","https://openalex.org/W1484355083","https://openalex.org/W3008845055","https://openalex.org/W2098758514","https://openalex.org/W4376854386","https://openalex.org/W2202724490","https://openalex.org/W2508671622","https://openalex.org/W2556532874"],"abstract_inverted_index":{"With":[0],"the":[1,8,84,99,109,122,126,130],"increase":[2],"of":[3,38,61],"open":[4],"APIs":[5,14,39,103],"appeared":[6],"on":[7,83,116],"Web,":[9],"reusing":[10],"or":[11],"combining":[12],"these":[13],"to":[15,28,40,78],"develop":[16],"novel":[17],"applications":[18],"(e.g.":[19],"Mashups)":[20],"has":[21],"attracted":[22],"great":[23],"interest":[24],"from":[25],"developers.":[26],"However,":[27],"quickly":[29],"find":[30],"a":[31,35,42,47,51,59,117],"suitable":[32],"one":[33],"among":[34],"huge":[36],"number":[37,60],"meet":[41],"developer\u2019s":[43],"requirement":[44],"is":[45,56,74],"basically":[46],"non-trivial":[48],"issue.":[49],"Therefore,":[50],"high-quality":[52],"API":[53,69,94,105,119,134],"recommendation":[54,72,95],"system":[55],"desirable.":[57],"Although":[58],"collaborative":[62,87],"filtering":[63,88],"methods":[64,132],"have":[65],"been":[66],"proposed":[67,110,127],"for":[68],"recommendation,":[70],"their":[71],"accuracy":[73],"limited":[75],"and":[76,104,121],"needs":[77],"be":[79],"further":[80],"improved.":[81],"Based":[82],"neural":[85],"graph":[86],"technique,":[89],"this":[90],"paper":[91],"proposes":[92],"an":[93],"method":[96,128],"that":[97,125],"exploits":[98],"high-order":[100],"connectivity":[101],"between":[102],"users.":[106],"To":[107],"evaluate":[108],"method,":[111],"extensive":[112],"experiments":[113],"are":[114],"conducted":[115],"real":[118],"dataset":[120],"results":[123],"show":[124],"outperforms":[129],"state-of-the-art":[131],"in":[133],"recommendation.":[135]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":16},{"year":2023,"cited_by_count":13},{"year":2022,"cited_by_count":9},{"year":2021,"cited_by_count":1}],"updated_date":"2026-03-27T14:29:43.386196","created_date":"2025-10-10T00:00:00"}