{"id":"https://openalex.org/W2513558224","doi":"https://doi.org/10.1109/wcncw.2016.7552696","title":"Analysis of recommendation algorithms for Internet of Things","display_name":"Analysis of recommendation algorithms for Internet of Things","publication_year":2016,"publication_date":"2016-04-01","ids":{"openalex":"https://openalex.org/W2513558224","doi":"https://doi.org/10.1109/wcncw.2016.7552696","mag":"2513558224"},"language":"en","primary_location":{"id":"doi:10.1109/wcncw.2016.7552696","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wcncw.2016.7552696","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE Wireless Communications and Networking Conference Workshops (WCNCW)","raw_type":"proceedings-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/A5022893300","display_name":"Ibrahim Mashal","orcid":"https://orcid.org/0000-0002-8899-4155"},"institutions":[{"id":"https://openalex.org/I99908691","display_name":"Yuan Ze University","ror":"https://ror.org/01fv1ds98","country_code":"TW","type":"education","lineage":["https://openalex.org/I99908691"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Ibrahim Mashal","raw_affiliation_strings":["Department of Computer Science and Engineering, Yuan Ze University, Taoyuan, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Yuan Ze University, Taoyuan, Taiwan","institution_ids":["https://openalex.org/I99908691"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074386136","display_name":"Osama Alsaryrah","orcid":"https://orcid.org/0000-0002-5442-9510"},"institutions":[{"id":"https://openalex.org/I99908691","display_name":"Yuan Ze University","ror":"https://ror.org/01fv1ds98","country_code":"TW","type":"education","lineage":["https://openalex.org/I99908691"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Osama Alsaryrah","raw_affiliation_strings":["Department of Computer Science and Engineering, Yuan Ze University, Taoyuan, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Yuan Ze University, Taoyuan, Taiwan","institution_ids":["https://openalex.org/I99908691"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5111882986","display_name":"Tein-Yaw Chung","orcid":null},"institutions":[{"id":"https://openalex.org/I99908691","display_name":"Yuan Ze University","ror":"https://ror.org/01fv1ds98","country_code":"TW","type":"education","lineage":["https://openalex.org/I99908691"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Tein-Yaw Chung","raw_affiliation_strings":["Department of Computer Science and Engineering, Yuan Ze University, Taoyuan, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Yuan Ze University, Taoyuan, Taiwan","institution_ids":["https://openalex.org/I99908691"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5022893300"],"corresponding_institution_ids":["https://openalex.org/I99908691"],"apc_list":null,"apc_paid":null,"fwci":5.3079,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.95736246,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"181","last_page":"186"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9994999766349792,"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":0.9994999766349792,"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/T11478","display_name":"Caching and Content Delivery","score":0.9958000183105469,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9894999861717224,"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":0.8696274757385254},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.7153284549713135},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.7065073251724243},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5133232474327087},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.4226919710636139},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.41721096634864807},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.37962520122528076},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.37372469902038574},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.20418334007263184}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8696274757385254},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.7153284549713135},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.7065073251724243},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5133232474327087},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.4226919710636139},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.41721096634864807},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.37962520122528076},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.37372469902038574},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.20418334007263184},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/wcncw.2016.7552696","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wcncw.2016.7552696","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE Wireless Communications and Networking Conference Workshops (WCNCW)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.44999998807907104,"display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1489714516","https://openalex.org/W1496696598","https://openalex.org/W1549014378","https://openalex.org/W1983097185","https://openalex.org/W2008859536","https://openalex.org/W2025605741","https://openalex.org/W2031369283","https://openalex.org/W2055252587","https://openalex.org/W2064256075","https://openalex.org/W2072571751","https://openalex.org/W2100235918","https://openalex.org/W2105103777","https://openalex.org/W2116206254","https://openalex.org/W2318523312","https://openalex.org/W3026958161"],"related_works":["https://openalex.org/W4390273403","https://openalex.org/W4386781444","https://openalex.org/W2150182025","https://openalex.org/W3092950680","https://openalex.org/W3197542405","https://openalex.org/W2056712470","https://openalex.org/W3125580266","https://openalex.org/W4317039510","https://openalex.org/W4238861846","https://openalex.org/W790944756"],"abstract_inverted_index":{"Internet":[0],"of":[1,14,47,67,76,112,161],"Things":[2],"(IoT)":[3],"is":[4,164],"a":[5,11,44,86],"new":[6],"paradigm":[7],"that":[8,128,147],"refers":[9],"to":[10,22,53,82,105,136],"world-wide":[12],"network":[13],"interconnected":[15],"physical":[16],"things":[17],"using":[18],"standardized":[19],"communication":[20],"protocols":[21],"provide":[23],"human":[24],"useful":[25],"services":[26,52],"such":[27],"as":[28],"personal":[29],"health":[30],"care":[31],"and":[32,99,107,153],"green":[33],"energy":[34],"monitoring.":[35],"Nowadays,":[36],"many":[37],"third":[38],"party":[39],"service":[40],"providers":[41],"are":[42],"providing":[43],"large":[45],"number":[46],"IoT":[48,51,90,116],"services.":[49,100],"Recommending":[50],"users":[54],"based":[55,120],"on":[56,115,121],"objects":[57],"they":[58],"own":[59],"will":[60],"become":[61],"very":[62],"crucial":[63],"for":[64,89,142,166],"the":[65,74,129],"success":[66],"IoT.":[68,83,143],"In":[69],"this":[70],"paper,":[71],"we":[72,102,145],"investigate":[73],"possibilities":[75],"leveraging":[77],"recommendation":[78,131],"algorithms,":[79],"especially":[80],"graph-based,":[81],"We":[84],"propose":[85],"hyper-graph":[87],"model":[88],"systems":[91],"in":[92],"which":[93],"each":[94],"hyper-edge":[95],"connects":[96],"users,":[97],"objects,":[98],"Next,":[101],"conduct":[103],"experiment":[104],"analyze":[106],"explore":[108],"correlations":[109],"between":[110],"performances":[111],"different":[113],"algorithms":[114,149],"Service":[117],"Recommendation":[118],"(IoTSRS)":[119],"existing":[122,162],"well":[123,152],"known":[124],"metrics.":[125],"Results":[126],"show":[127,146],"graph-based":[130],"algorithm":[132],"can":[133],"be":[134],"used":[135],"develop":[137],"an":[138],"effective":[139],"recommender":[140],"system":[141],"Moreover,":[144],"some":[148],"perform":[150],"reasonably":[151],"produce":[154],"high":[155],"quality":[156],"results.":[157],"However,":[158],"further":[159],"extension":[160],"approaches":[163],"required":[165],"IoTSRS.":[167]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}