{"id":"https://openalex.org/W2587617223","doi":"https://doi.org/10.1109/wf-iot.2016.7845469","title":"The role of an IoT platform in the design of real-time recommender systems","display_name":"The role of an IoT platform in the design of real-time recommender systems","publication_year":2016,"publication_date":"2016-12-01","ids":{"openalex":"https://openalex.org/W2587617223","doi":"https://doi.org/10.1109/wf-iot.2016.7845469","mag":"2587617223"},"language":"en","primary_location":{"id":"doi:10.1109/wf-iot.2016.7845469","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wf-iot.2016.7845469","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE 3rd World Forum on Internet of Things (WF-IoT)","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/A5001734849","display_name":"Sangwhan Cha","orcid":null},"institutions":[{"id":"https://openalex.org/I106938459","display_name":"University of New Brunswick","ror":"https://ror.org/05nkf0n29","country_code":"CA","type":"education","lineage":["https://openalex.org/I106938459"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Sangwhan Cha","raw_affiliation_strings":["People in Motion Lab, Department of Geodesy and Geomatics Engineering, University of New Brunswick, Fredericton, Canada","Department of Geodesy and Geomatics Engineering, University of New Brunswick, Fredericton, Canada"],"affiliations":[{"raw_affiliation_string":"People in Motion Lab, Department of Geodesy and Geomatics Engineering, University of New Brunswick, Fredericton, Canada","institution_ids":["https://openalex.org/I106938459"]},{"raw_affiliation_string":"Department of Geodesy and Geomatics Engineering, University of New Brunswick, Fredericton, Canada","institution_ids":["https://openalex.org/I106938459"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066506189","display_name":"Marta Padilla Ruiz","orcid":null},"institutions":[{"id":"https://openalex.org/I106938459","display_name":"University of New Brunswick","ror":"https://ror.org/05nkf0n29","country_code":"CA","type":"education","lineage":["https://openalex.org/I106938459"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Marta Padilla Ruiz","raw_affiliation_strings":["People in Motion Lab, Department of Geodesy and Geomatics Engineering, University of New Brunswick, Fredericton, Canada","Department of Geodesy and Geomatics Engineering, University of New Brunswick, Fredericton, Canada"],"affiliations":[{"raw_affiliation_string":"People in Motion Lab, Department of Geodesy and Geomatics Engineering, University of New Brunswick, Fredericton, Canada","institution_ids":["https://openalex.org/I106938459"]},{"raw_affiliation_string":"Department of Geodesy and Geomatics Engineering, University of New Brunswick, Fredericton, Canada","institution_ids":["https://openalex.org/I106938459"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068240080","display_name":"M\u00f3nica Wachowicz","orcid":"https://orcid.org/0000-0002-4659-0101"},"institutions":[{"id":"https://openalex.org/I106938459","display_name":"University of New Brunswick","ror":"https://ror.org/05nkf0n29","country_code":"CA","type":"education","lineage":["https://openalex.org/I106938459"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Monica Wachowicz","raw_affiliation_strings":["People in Motion Lab, Department of Geodesy and Geomatics Engineering, University of New Brunswick, Fredericton, Canada","Department of Geodesy and Geomatics Engineering, University of New Brunswick, Fredericton, Canada"],"affiliations":[{"raw_affiliation_string":"People in Motion Lab, Department of Geodesy and Geomatics Engineering, University of New Brunswick, Fredericton, Canada","institution_ids":["https://openalex.org/I106938459"]},{"raw_affiliation_string":"Department of Geodesy and Geomatics Engineering, University of New Brunswick, Fredericton, Canada","institution_ids":["https://openalex.org/I106938459"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077602332","display_name":"Loc Tran","orcid":"https://orcid.org/0000-0002-0108-503X"},"institutions":[{"id":"https://openalex.org/I106938459","display_name":"University of New Brunswick","ror":"https://ror.org/05nkf0n29","country_code":"CA","type":"education","lineage":["https://openalex.org/I106938459"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Loc Hoang Tran","raw_affiliation_strings":["People in Motion Lab, Department of Geodesy and Geomatics Engineering, University of New Brunswick, Fredericton, Canada","Department of Geodesy and Geomatics Engineering, University of New Brunswick, Fredericton, Canada"],"affiliations":[{"raw_affiliation_string":"People in Motion Lab, Department of Geodesy and Geomatics Engineering, University of New Brunswick, Fredericton, Canada","institution_ids":["https://openalex.org/I106938459"]},{"raw_affiliation_string":"Department of Geodesy and Geomatics Engineering, University of New Brunswick, Fredericton, Canada","institution_ids":["https://openalex.org/I106938459"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088383217","display_name":"Hung Cao","orcid":"https://orcid.org/0000-0002-0788-4377"},"institutions":[{"id":"https://openalex.org/I106938459","display_name":"University of New Brunswick","ror":"https://ror.org/05nkf0n29","country_code":"CA","type":"education","lineage":["https://openalex.org/I106938459"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Hung Cao","raw_affiliation_strings":["People in Motion Lab, Department of Geodesy and Geomatics Engineering, University of New Brunswick, Fredericton, Canada","Department of Geodesy and Geomatics Engineering, University of New Brunswick, Fredericton, Canada"],"affiliations":[{"raw_affiliation_string":"People in Motion Lab, Department of Geodesy and Geomatics Engineering, University of New Brunswick, Fredericton, Canada","institution_ids":["https://openalex.org/I106938459"]},{"raw_affiliation_string":"Department of Geodesy and Geomatics Engineering, University of New Brunswick, Fredericton, Canada","institution_ids":["https://openalex.org/I106938459"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078675329","display_name":"Iyke Maduako","orcid":"https://orcid.org/0000-0002-7260-3666"},"institutions":[{"id":"https://openalex.org/I106938459","display_name":"University of New Brunswick","ror":"https://ror.org/05nkf0n29","country_code":"CA","type":"education","lineage":["https://openalex.org/I106938459"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Ikechukwu Maduako","raw_affiliation_strings":["People in Motion Lab, Department of Geodesy and Geomatics Engineering, University of New Brunswick, Fredericton, Canada","Department of Geodesy and Geomatics Engineering, University of New Brunswick, Fredericton, Canada"],"affiliations":[{"raw_affiliation_string":"People in Motion Lab, Department of Geodesy and Geomatics Engineering, University of New Brunswick, Fredericton, Canada","institution_ids":["https://openalex.org/I106938459"]},{"raw_affiliation_string":"Department of Geodesy and Geomatics Engineering, University of New Brunswick, Fredericton, Canada","institution_ids":["https://openalex.org/I106938459"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5001734849"],"corresponding_institution_ids":["https://openalex.org/I106938459"],"apc_list":null,"apc_paid":null,"fwci":7.2982,"has_fulltext":false,"cited_by_count":41,"citation_normalized_percentile":{"value":0.97147061,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"448","last_page":"453"},"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/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.993399977684021,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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":0.9932000041007996,"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/recommender-system","display_name":"Recommender system","score":0.8928914070129395},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8255865573883057},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.7233108282089233},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5479001998901367},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.4642394781112671},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.45549827814102173},{"id":"https://openalex.org/keywords/notification-system","display_name":"Notification system","score":0.41464537382125854},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.3212663531303406},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.09659391641616821}],"concepts":[{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.8928914070129395},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8255865573883057},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.7233108282089233},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5479001998901367},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.4642394781112671},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.45549827814102173},{"id":"https://openalex.org/C2779011373","wikidata":"https://www.wikidata.org/wiki/Q3962191","display_name":"Notification system","level":2,"score":0.41464537382125854},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.3212663531303406},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.09659391641616821},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/wf-iot.2016.7845469","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wf-iot.2016.7845469","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE 3rd World Forum on Internet of Things (WF-IoT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5400000214576721,"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W884889856","https://openalex.org/W1965421117","https://openalex.org/W1973794041","https://openalex.org/W1997182427","https://openalex.org/W2023546867","https://openalex.org/W2028557920","https://openalex.org/W2041880647","https://openalex.org/W2048669134","https://openalex.org/W2057657218","https://openalex.org/W2062690398","https://openalex.org/W2067503796","https://openalex.org/W2068201078","https://openalex.org/W2073021764","https://openalex.org/W2073474519","https://openalex.org/W2130453793","https://openalex.org/W2152445175","https://openalex.org/W2166611481","https://openalex.org/W2324391533","https://openalex.org/W6661033075"],"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/W3125580266","https://openalex.org/W44246808","https://openalex.org/W2125137204","https://openalex.org/W2301137213","https://openalex.org/W4313289309"],"abstract_inverted_index":{"The":[0],"growth":[1],"of":[2,4,10,14,48,91],"Internet":[3],"Things":[5],"(IoT)":[6],"brings":[7],"the":[8,20,46,64,87],"promise":[9],"a":[11,34,40,55,59],"wide":[12],"range":[13],"new":[15,35],"recommender":[16,42,94],"systems":[17],"due":[18],"to":[19,62,72,85],"expected":[21],"57":[22],"billion":[23],"smart":[24],"connected":[25],"devices":[26],"by":[27],"2025.":[28],"In":[29],"this":[30],"paper,":[31],"we":[32,53],"propose":[33],"IoT":[36,51],"platform":[37],"for":[38],"supporting":[39],"real-time":[41,93],"system.":[43,95],"To":[44],"illustrate":[45,86],"effectiveness":[47],"our":[49,92],"proposed":[50],"platform,":[52],"present":[54],"prototype":[56],"implementation":[57],"and":[58,81,89],"tourism":[60],"application":[61],"demonstrate":[63],"entire":[65],"process":[66],"from":[67],"user":[68],"event":[69],"data":[70],"collection":[71],"notification/recommendations":[73],"provision.":[74],"We":[75],"conducted":[76],"several":[77],"experiments":[78],"including":[79],"notification":[80],"system":[82],"performance":[83,90],"tests":[84],"use":[88]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":10},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}