{"id":"https://openalex.org/W2733388438","doi":"https://doi.org/10.1145/3079628.3079687","title":"Where To Go Next?","display_name":"Where To Go Next?","publication_year":2017,"publication_date":"2017-07-07","ids":{"openalex":"https://openalex.org/W2733388438","doi":"https://doi.org/10.1145/3079628.3079687","mag":"2733388438"},"language":"en","primary_location":{"id":"doi:10.1145/3079628.3079687","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3079628.3079687","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 25th Conference on User Modeling, Adaptation and Personalization","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://pure.uva.nl/ws/files/25849284/Where_To_Go_Next.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5004546191","display_name":"Seyyed Hadi Hashemi","orcid":null},"institutions":[{"id":"https://openalex.org/I4210135670","display_name":"Amsterdam University of the Arts","ror":"https://ror.org/04dde1554","country_code":"NL","type":"education","lineage":["https://openalex.org/I4210135670"]},{"id":"https://openalex.org/I887064364","display_name":"University of Amsterdam","ror":"https://ror.org/04dkp9463","country_code":"NL","type":"education","lineage":["https://openalex.org/I887064364"]}],"countries":["NL"],"is_corresponding":true,"raw_author_name":"Seyyed Hadi Hashemi","raw_affiliation_strings":["University of Amsterdam, Amsterdam, Netherlands"],"affiliations":[{"raw_affiliation_string":"University of Amsterdam, Amsterdam, Netherlands","institution_ids":["https://openalex.org/I4210135670","https://openalex.org/I887064364"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5044511901","display_name":"Jaap Kamps","orcid":"https://orcid.org/0000-0002-6614-0087"},"institutions":[{"id":"https://openalex.org/I887064364","display_name":"University of Amsterdam","ror":"https://ror.org/04dkp9463","country_code":"NL","type":"education","lineage":["https://openalex.org/I887064364"]},{"id":"https://openalex.org/I4210135670","display_name":"Amsterdam University of the Arts","ror":"https://ror.org/04dde1554","country_code":"NL","type":"education","lineage":["https://openalex.org/I4210135670"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Jaap Kamps","raw_affiliation_strings":["University of Amsterdam, Amsterdam, Netherlands"],"affiliations":[{"raw_affiliation_string":"University of Amsterdam, Amsterdam, Netherlands","institution_ids":["https://openalex.org/I4210135670","https://openalex.org/I887064364"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5004546191"],"corresponding_institution_ids":["https://openalex.org/I4210135670","https://openalex.org/I887064364"],"apc_list":null,"apc_paid":null,"fwci":5.0439,"has_fulltext":true,"cited_by_count":18,"citation_normalized_percentile":{"value":0.95740823,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"50","last_page":"58"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9984999895095825,"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":0.9984999895095825,"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/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9908000230789185,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9879000186920166,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8203699588775635},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.6436439156532288},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.5641978979110718},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.5024967193603516},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.49901437759399414},{"id":"https://openalex.org/keywords/point-of-interest","display_name":"Point of interest","score":0.49328964948654175},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.4760196805000305},{"id":"https://openalex.org/keywords/point","display_name":"Point (geometry)","score":0.4680328667163849},{"id":"https://openalex.org/keywords/rank","display_name":"Rank (graph theory)","score":0.4640319347381592},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.4483887553215027},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.4275517165660858},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.21426114439964294}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8203699588775635},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.6436439156532288},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.5641978979110718},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.5024967193603516},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.49901437759399414},{"id":"https://openalex.org/C150140777","wikidata":"https://www.wikidata.org/wiki/Q960648","display_name":"Point of interest","level":2,"score":0.49328964948654175},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.4760196805000305},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.4680328667163849},{"id":"https://openalex.org/C164226766","wikidata":"https://www.wikidata.org/wiki/Q7293202","display_name":"Rank (graph theory)","level":2,"score":0.4640319347381592},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.4483887553215027},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.4275517165660858},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.21426114439964294},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/3079628.3079687","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3079628.3079687","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 25th Conference on User Modeling, Adaptation and Personalization","raw_type":"proceedings-article"},{"id":"pmh:oai:dare.uva.nl:publications/d3141dc4-7657-488a-8c94-e7bccefb1f81","is_oa":true,"landing_page_url":"https://handle.uba.uva.nl/personal/pure/en/publications/where-to-go-next(d3141dc4-7657-488a-8c94-e7bccefb1f81).html","pdf_url":"https://pure.uva.nl/ws/files/25849284/Where_To_Go_Next.pdf","source":{"id":"https://openalex.org/S4306400088","display_name":"UvA-DARE (University of Amsterdam)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I887064364","host_organization_name":"University of Amsterdam","host_organization_lineage":["https://openalex.org/I887064364"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Hashemi, S H & Kamps, J 2017, Where To Go Next? Exploiting Behavioral User Models in Smart Environments. in UMAP'17 : adjunct publication of the 25th Conference on User Modeling, Adaptation and Personalization : July 9-12, 2017, Bratislava, Slovakia. pp. 50-58, UMAP '17: 25th Conference on User Modeling, Adaptation and Personalization, Bratislava, Slovakia, 9/07/17. https://doi.org/10.1145/3079628.3079687","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:uvapub:oai:dare.uva.nl:publications/d3141dc4-7657-488a-8c94-e7bccefb1f81","is_oa":true,"landing_page_url":"https://dare.uva.nl/personal/pure/en/publications/where-to-go-next(d3141dc4-7657-488a-8c94-e7bccefb1f81).html","pdf_url":null,"source":{"id":"https://openalex.org/S4306401843","display_name":"Data Archiving and Networked Services (DANS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1322597698","host_organization_name":"Royal Netherlands Academy of Arts and Sciences","host_organization_lineage":["https://openalex.org/I1322597698"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"UMAP'17: adjunct publication of the 25th Conference on User Modeling, Adaptation and Personalization : July 9-12, 2017, Bratislava, Slovakia, 50 - 58","raw_type":"info:eu-repo/semantics/conferencepaper"}],"best_oa_location":{"id":"pmh:oai:dare.uva.nl:publications/d3141dc4-7657-488a-8c94-e7bccefb1f81","is_oa":true,"landing_page_url":"https://handle.uba.uva.nl/personal/pure/en/publications/where-to-go-next(d3141dc4-7657-488a-8c94-e7bccefb1f81).html","pdf_url":"https://pure.uva.nl/ws/files/25849284/Where_To_Go_Next.pdf","source":{"id":"https://openalex.org/S4306400088","display_name":"UvA-DARE (University of Amsterdam)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I887064364","host_organization_name":"University of Amsterdam","host_organization_lineage":["https://openalex.org/I887064364"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Hashemi, S H & Kamps, J 2017, Where To Go Next? Exploiting Behavioral User Models in Smart Environments. in UMAP'17 : adjunct publication of the 25th Conference on User Modeling, Adaptation and Personalization : July 9-12, 2017, Bratislava, Slovakia. pp. 50-58, UMAP '17: 25th Conference on User Modeling, Adaptation and Personalization, Bratislava, Slovakia, 9/07/17. https://doi.org/10.1145/3079628.3079687","raw_type":"info:eu-repo/semantics/publishedVersion"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2733388438.pdf","grobid_xml":"https://content.openalex.org/works/W2733388438.grobid-xml"},"referenced_works_count":40,"referenced_works":["https://openalex.org/W33055853","https://openalex.org/W177101540","https://openalex.org/W182002921","https://openalex.org/W183675705","https://openalex.org/W1560147776","https://openalex.org/W1904365287","https://openalex.org/W1965327747","https://openalex.org/W1984189333","https://openalex.org/W1990318994","https://openalex.org/W2002834872","https://openalex.org/W2023641631","https://openalex.org/W2031935208","https://openalex.org/W2035949918","https://openalex.org/W2050839557","https://openalex.org/W2061391298","https://openalex.org/W2068849277","https://openalex.org/W2073021764","https://openalex.org/W2075190119","https://openalex.org/W2075661870","https://openalex.org/W2087692915","https://openalex.org/W2095705004","https://openalex.org/W2102937240","https://openalex.org/W2105103777","https://openalex.org/W2117587045","https://openalex.org/W2121197559","https://openalex.org/W2127378945","https://openalex.org/W2139872359","https://openalex.org/W2140251882","https://openalex.org/W2146502635","https://openalex.org/W2155959613","https://openalex.org/W2252437562","https://openalex.org/W2318226061","https://openalex.org/W2402441596","https://openalex.org/W2408574227","https://openalex.org/W2574111519","https://openalex.org/W2594624103","https://openalex.org/W2598646247","https://openalex.org/W2781803031","https://openalex.org/W2782458295","https://openalex.org/W2908054697"],"related_works":["https://openalex.org/W17155033","https://openalex.org/W3207760230","https://openalex.org/W1496222301","https://openalex.org/W1590307681","https://openalex.org/W4312814274","https://openalex.org/W4285370786","https://openalex.org/W2296488620","https://openalex.org/W2358353312","https://openalex.org/W2353836703","https://openalex.org/W2912355043"],"abstract_inverted_index":{"There":[0],"is":[1],"a":[2,47,68,89,94,113,149,153,228],"growing":[3],"interest":[4],"in":[5,46,71,88,212,234],"using":[6,158,174,196],"the":[7,18,26,51,117,206],"Internet":[8],"of":[9,28,54,63,65,86,97,112,116],"Things":[10],"(IoT)":[11],"to":[12,20,56,92,152,226],"create":[13],"smart":[14,32,44],"environments,":[15],"which":[16],"hold":[17],"promise":[19],"provide":[21],"personalized":[22,52],"experience":[23],"based":[24,40,139,163],"on":[25,41,140,164],"trail":[27],"user":[29,38,137,194,201],"interactions":[30,42,85],"with":[31,36,43,148],"devices.":[33],"We":[34,78,135],"experiment":[35,147],"behavioral":[37,193],"models":[39],"devices":[45],"museum,":[48],"and":[49,102,108,120,129,146,170,180,199],"investigate":[50],"recommendation":[53,157,209,239],"what":[55],"see":[57],"after":[58],"visiting":[59],"an":[60,223],"initial":[61],"set":[62],"Point":[64],"Interests":[66],"(POIs),":[67],"key":[69],"problem":[70],"personalizing":[72],"museum":[73],"visits":[74,87],"or":[75],"tour":[76],"guides.":[77],"have":[79,93,106,122],"logged":[80],"users'":[81,98,126,141,167,175,182],"onsite":[82,130,207,235],"physical":[83,131,176,198],"information":[84,99,132,143,177,184,202],"museum.":[90],"Moreover,":[91],"better":[95],"understanding":[96],"interaction":[100,133,144,178,185,203],"behaviors":[101,145,179],"their":[103],"preferences,":[104],"we":[105,121],"collected":[107],"studied":[109],"query":[110],"logs":[111],"search":[114],"engine":[115],"same":[118],"collection,":[119],"found":[123],"similarities":[124],"between":[125],"online":[127],"digital":[128,183,200],"behaviors.":[134,186],"exploit":[136],"modeling":[138],"different":[142],"novel":[150],"approach":[151,221],"critical":[154,236],"one-shot":[155,237],"POI":[156,208,238],"deep":[159],"neural":[160],"multilayer":[161],"perceptron":[162],"explicitly":[165],"given":[166],"contextual":[168],"information,":[169],"set-based":[171],"extracted":[172],"features":[173],"similar":[181],"Experimental":[187],"results":[188],"indicates":[189],"that":[190],"our":[191],"proposed":[192,220],"modeling,":[195],"both":[197],"behaviors,":[204],"improves":[205],"baselines'":[210],"performances":[211],"all":[213],"common":[214],"Information":[215],"Retrieval":[216],"evaluation":[217],"metrics.":[218],"Our":[219],"provides":[222],"effective":[224],"way":[225],"achieve":[227],"high":[229],"precision":[230],"at":[231],"rank":[232],"1":[233],"problem.":[240]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":6},{"year":2017,"cited_by_count":2}],"updated_date":"2026-03-17T17:19:04.345684","created_date":"2017-07-14T00:00:00"}