{"id":"https://openalex.org/W4310874331","doi":"https://doi.org/10.1109/taes.2022.3213631","title":"An Integrated Collaborative Filtering Framework With Location-Aware Graph Embedding in Intelligent Internet of Things Systems","display_name":"An Integrated Collaborative Filtering Framework With Location-Aware Graph Embedding in Intelligent Internet of Things Systems","publication_year":2022,"publication_date":"2022-10-11","ids":{"openalex":"https://openalex.org/W4310874331","doi":"https://doi.org/10.1109/taes.2022.3213631"},"language":"en","primary_location":{"id":"doi:10.1109/taes.2022.3213631","is_oa":false,"landing_page_url":"https://doi.org/10.1109/taes.2022.3213631","pdf_url":null,"source":{"id":"https://openalex.org/S193624734","display_name":"IEEE Transactions on Aerospace and Electronic Systems","issn_l":"0018-9251","issn":["0018-9251","1557-9603","2371-9877"],"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 Aerospace and Electronic Systems","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/A5005103723","display_name":"Yong Sun","orcid":"https://orcid.org/0000-0001-7619-0363"},"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"]},{"id":"https://openalex.org/I4210115456","display_name":"Chuzhou University","ror":"https://ror.org/037663q52","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210115456"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yong Sun","raw_affiliation_strings":["Anhui Engineering Laboratory of Geo-information Smart Sensing and Services, Chuzhou University, Chuzhou, China","School of Resources and Environmental Engineering, Anhui University, Hefei, China"],"raw_orcid":"https://orcid.org/0000-0001-7619-0363","affiliations":[{"raw_affiliation_string":"Anhui Engineering Laboratory of Geo-information Smart Sensing and Services, Chuzhou University, Chuzhou, China","institution_ids":["https://openalex.org/I4210115456"]},{"raw_affiliation_string":"School of Resources and Environmental Engineering, Anhui University, Hefei, China","institution_ids":["https://openalex.org/I143868143"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101864135","display_name":"Wenan Tan","orcid":"https://orcid.org/0000-0002-5651-0849"},"institutions":[{"id":"https://openalex.org/I135905480","display_name":"Shanghai Polytechnic University","ror":"https://ror.org/02as5yg64","country_code":"CN","type":"education","lineage":["https://openalex.org/I135905480"]},{"id":"https://openalex.org/I9842412","display_name":"Nanjing University of Aeronautics and Astronautics","ror":"https://ror.org/01scyh794","country_code":"CN","type":"education","lineage":["https://openalex.org/I9842412"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenan Tan","raw_affiliation_strings":["College of Computer Science and Technology, Nanjing University of Aeronautics and Astronautics, Nanjing, China","School of Computer and Information Engineering, Shanghai Polytechnic University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0002-5651-0849","affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Nanjing University of Aeronautics and Astronautics, Nanjing, China","institution_ids":["https://openalex.org/I9842412"]},{"raw_affiliation_string":"School of Computer and Information Engineering, Shanghai Polytechnic University, Shanghai, China","institution_ids":["https://openalex.org/I135905480"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009018188","display_name":"Li Huang","orcid":"https://orcid.org/0000-0002-3588-5211"},"institutions":[{"id":"https://openalex.org/I8679417","display_name":"Hong Kong Metropolitan University","ror":"https://ror.org/0349bsm71","country_code":"HK","type":"education","lineage":["https://openalex.org/I8679417"]},{"id":"https://openalex.org/I9842412","display_name":"Nanjing University of Aeronautics and Astronautics","ror":"https://ror.org/01scyh794","country_code":"CN","type":"education","lineage":["https://openalex.org/I9842412"]}],"countries":["CN","HK"],"is_corresponding":false,"raw_author_name":"Li Huang","raw_affiliation_strings":["College of Computer Science and Technology, Nanjing University of Aeronautics and Astronautics, Nanjing, China","School of Information and Electrical Engineering, Jiangsu Open University, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0002-3588-5211","affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Nanjing University of Aeronautics and Astronautics, Nanjing, China","institution_ids":["https://openalex.org/I9842412"]},{"raw_affiliation_string":"School of Information and Electrical Engineering, Jiangsu Open University, Nanjing, China","institution_ids":["https://openalex.org/I8679417"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102978638","display_name":"Na Xie","orcid":"https://orcid.org/0000-0002-3448-5427"},"institutions":[{"id":"https://openalex.org/I9842412","display_name":"Nanjing University of Aeronautics and Astronautics","ror":"https://ror.org/01scyh794","country_code":"CN","type":"education","lineage":["https://openalex.org/I9842412"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Na Xie","raw_affiliation_strings":["College of Computer Science and Technology, Nanjing University of Aeronautics and Astronautics, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0002-3448-5427","affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Nanjing University of Aeronautics and Astronautics, Nanjing, China","institution_ids":["https://openalex.org/I9842412"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080637816","display_name":"Ling Ruan","orcid":"https://orcid.org/0000-0002-9614-8717"},"institutions":[{"id":"https://openalex.org/I152031979","display_name":"Nanjing Normal University","ror":"https://ror.org/036trcv74","country_code":"CN","type":"education","lineage":["https://openalex.org/I152031979"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ling Ruan","raw_affiliation_strings":["Key Laboratory of Virtual Geographic Environment, Nanjing Normal University, Nanjing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Virtual Geographic Environment, Nanjing Normal University, Nanjing, China","institution_ids":["https://openalex.org/I152031979"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5054528852","display_name":"Li Da Xu","orcid":"https://orcid.org/0000-0002-3263-5217"},"institutions":[{"id":"https://openalex.org/I4210133369","display_name":"Decision Sciences (United States)","ror":"https://ror.org/03gcvf773","country_code":"US","type":"company","lineage":["https://openalex.org/I4210133369"]},{"id":"https://openalex.org/I81365321","display_name":"Old Dominion University","ror":"https://ror.org/04zjtrb98","country_code":"US","type":"education","lineage":["https://openalex.org/I81365321"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Li Da Xu","raw_affiliation_strings":["Department of Information Technology and Decision Sciences, Old Dominion University, Norfolk, VA, USA"],"raw_orcid":"https://orcid.org/0000-0002-3263-5217","affiliations":[{"raw_affiliation_string":"Department of Information Technology and Decision Sciences, Old Dominion University, Norfolk, VA, USA","institution_ids":["https://openalex.org/I81365321","https://openalex.org/I4210133369"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":8,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.239,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.84500195,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"58","issue":"6","first_page":"5089","last_page":"5104"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9934999942779541,"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":0.9934999942779541,"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/T12392","display_name":"Sharing Economy and Platforms","score":0.9848999977111816,"subfield":{"id":"https://openalex.org/subfields/1406","display_name":"Marketing"},"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/T11478","display_name":"Caching and Content Delivery","score":0.9839000105857849,"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/computer-science","display_name":"Computer science","score":0.8173118829727173},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.5260902643203735},{"id":"https://openalex.org/keywords/collaborative-filtering","display_name":"Collaborative filtering","score":0.5081305503845215},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.456523597240448},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3879484534263611},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.3518671989440918},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3372161388397217},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.2673857808113098},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.17904949188232422}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8173118829727173},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.5260902643203735},{"id":"https://openalex.org/C21569690","wikidata":"https://www.wikidata.org/wiki/Q94702","display_name":"Collaborative filtering","level":3,"score":0.5081305503845215},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.456523597240448},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3879484534263611},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.3518671989440918},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3372161388397217},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2673857808113098},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.17904949188232422}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/taes.2022.3213631","is_oa":false,"landing_page_url":"https://doi.org/10.1109/taes.2022.3213631","pdf_url":null,"source":{"id":"https://openalex.org/S193624734","display_name":"IEEE Transactions on Aerospace and Electronic Systems","issn_l":"0018-9251","issn":["0018-9251","1557-9603","2371-9877"],"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 Aerospace and Electronic Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4613540186","display_name":null,"funder_award_id":"1908085MF191","funder_id":"https://openalex.org/F4320334897","funder_display_name":"Natural Science Foundation of Anhui Province"},{"id":"https://openalex.org/G7512450211","display_name":"\u590d\u6742\u793e\u4f1a\u7f51\u7edc\u8de8\u7ec4\u7ec7\u4e1a\u52a1\u8fc7\u7a0b\u6316\u6398\u53ca\u5176\u52a8\u6001\u4f18\u5316\u6a21\u578b\u7814\u7a76","funder_award_id":"61672022","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"},{"id":"https://openalex.org/F4320334897","display_name":"Natural Science Foundation of Anhui Province","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":54,"referenced_works":["https://openalex.org/W84805429","https://openalex.org/W1888005072","https://openalex.org/W1966100307","https://openalex.org/W1969595988","https://openalex.org/W1972012147","https://openalex.org/W1974163989","https://openalex.org/W1981520019","https://openalex.org/W1991327379","https://openalex.org/W2008886893","https://openalex.org/W2030239032","https://openalex.org/W2037759417","https://openalex.org/W2038194220","https://openalex.org/W2054141820","https://openalex.org/W2062978452","https://openalex.org/W2076587863","https://openalex.org/W2081332171","https://openalex.org/W2119462974","https://openalex.org/W2123770198","https://openalex.org/W2154851992","https://openalex.org/W2524052287","https://openalex.org/W2534727297","https://openalex.org/W2549551276","https://openalex.org/W2552327015","https://openalex.org/W2620783058","https://openalex.org/W2738639449","https://openalex.org/W2770404322","https://openalex.org/W2789444712","https://openalex.org/W2790284307","https://openalex.org/W2808422915","https://openalex.org/W2810018153","https://openalex.org/W2888542119","https://openalex.org/W2891512841","https://openalex.org/W2949640062","https://openalex.org/W2962756421","https://openalex.org/W2971126969","https://openalex.org/W2993119222","https://openalex.org/W2996413393","https://openalex.org/W2998704965","https://openalex.org/W2999851651","https://openalex.org/W3004629316","https://openalex.org/W3011167897","https://openalex.org/W3011846447","https://openalex.org/W3028305817","https://openalex.org/W3083761724","https://openalex.org/W3104097132","https://openalex.org/W3129682923","https://openalex.org/W3132706216","https://openalex.org/W4200448100","https://openalex.org/W4226064809","https://openalex.org/W4245605774","https://openalex.org/W4294170691","https://openalex.org/W4295789720","https://openalex.org/W6680532216","https://openalex.org/W6682691769"],"related_works":["https://openalex.org/W1484355083","https://openalex.org/W2772628444","https://openalex.org/W4220714703","https://openalex.org/W2735929803","https://openalex.org/W2170391450","https://openalex.org/W2098758514","https://openalex.org/W3008845055","https://openalex.org/W2041004656","https://openalex.org/W4376854386","https://openalex.org/W1966742602"],"abstract_inverted_index":{"Reliable":[0],"Internet":[1],"of":[2,55,75,99,222],"Things":[3],"(IoT)":[4],"service":[5,28,164,231],"discovery":[6,232],"is":[7,35,113,134,153,195],"a":[8,61,103,109,121,148],"significant":[9,71,218],"task":[10],"in":[11,41,64,73,155,182,227],"intelligent":[12],"service-oriented":[13],"IoT":[14,27,49,67,100,163,204,230],"systems.":[15],"Collaborative":[16],"filtering":[17,91],"(CF)":[18],"turns":[19],"out":[20],"to":[21,26,115,160,197],"be":[22,180],"an":[23,87,135,183],"effective":[24,184],"solution":[25],"discovery.":[29],"However,":[30],"the":[31,37,43,96,117,126,156,169,189,199,207,217],"traditional":[32],"CF":[33,62,211],"framework":[34,63,92,133,226],"facing":[36],"following":[38],"challenges:":[39],"inefficiency":[40],"learning":[42,142,159],"high-order":[44],"interactions":[45],"between":[46],"users":[47],"and":[48,51,78,143,174,185,220],"services":[50,101,201,205],"ineffectively":[52],"making":[53],"use":[54],"geographical":[56],"location":[57,118,128],"information.":[58,129,146],"Moreover,":[59],"deploying":[60],"real-world":[65],"distributed":[66],"systems":[68],"poses":[69],"another":[70],"challenge":[72],"terms":[74],"reliability":[76,221],"assurance":[77],"privacy":[79],"protection.":[80],"For":[81],"bridging":[82],"this":[83,167],"gap,":[84],"we":[85],"propose":[86],"innovative":[88],"integrated":[89,136],"collaborative":[90],"(ICF)":[93],"with":[94,206],"incorporating":[95],"location-aware":[97,175,191],"quality":[98,176,192],"into":[102,120],"heterogeneous":[104,144],"graph":[105,140,157],"embedding":[106,141,158,193],"model.":[107],"Meanwhile,":[108],"Geohash-based":[110],"privacy-preservation":[111],"mechanism":[112],"introduced":[114],"encoding":[116],"information":[119,173],"short":[122],"string":[123],"for":[124],"protecting":[125],"sensitive":[127],"The":[130,213],"proposed":[131,224],"ICF":[132,225],"architecture":[137],"combining":[138],"advanced":[139],"side":[145],"And":[147],"joint":[149],"objective":[150],"optimization":[151],"function":[152],"designed":[154],"qualify":[161],"automatic":[162],"features.":[165],"In":[166],"way,":[168],"hidden":[170],"user-service":[171],"interaction":[172],"semantic":[177],"features":[178],"can":[179],"explored":[181],"reliable":[186,200],"way.":[187],"Furthermore,":[188],"learned":[190],"vector":[194],"incorporated":[196],"discover":[198],"among":[202],"all":[203],"mini-batch":[208],"online":[209],"clustering-based":[210],"algorithm.":[212],"experimental":[214],"findings":[215],"illustrate":[216],"efficacy":[219],"our":[223],"large":[228],"scale":[229],"scenarios.":[233]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}