{"id":"https://openalex.org/W2551068111","doi":"https://doi.org/10.1109/is.2016.7737435","title":"A conceptual framework for building a mobile services' recommendation engine","display_name":"A conceptual framework for building a mobile services' recommendation engine","publication_year":2016,"publication_date":"2016-09-01","ids":{"openalex":"https://openalex.org/W2551068111","doi":"https://doi.org/10.1109/is.2016.7737435","mag":"2551068111"},"language":"en","primary_location":{"id":"doi:10.1109/is.2016.7737435","is_oa":false,"landing_page_url":"https://doi.org/10.1109/is.2016.7737435","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE 8th International Conference on Intelligent Systems (IS)","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/A5002555209","display_name":"\u0418\u0432\u0430\u043d \u0413\u0430\u043d\u0447\u0435\u0432","orcid":"https://orcid.org/0000-0003-0535-7087"},"institutions":[{"id":"https://openalex.org/I192878625","display_name":"Plovdiv University","ror":"https://ror.org/0545p3742","country_code":"BG","type":"education","lineage":["https://openalex.org/I192878625"]},{"id":"https://openalex.org/I230495080","display_name":"University of Limerick","ror":"https://ror.org/00a0n9e72","country_code":"IE","type":"education","lineage":["https://openalex.org/I230495080"]}],"countries":["BG","IE"],"is_corresponding":false,"raw_author_name":"Ivan Ganchev","raw_affiliation_strings":["Department of Computer Systems, Plovdiv University \u201cPaisii Hilendarski\u201d, Plovdiv, Bulgaria","Telecommunications Research Centre (TRC), University of Limerick, Ireland","Department of Computer Systems, Plovdiv University \"Paisii Hilendarski\", Plovdiv, Bulgaria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Systems, Plovdiv University \u201cPaisii Hilendarski\u201d, Plovdiv, Bulgaria","institution_ids":["https://openalex.org/I192878625"]},{"raw_affiliation_string":"Telecommunications Research Centre (TRC), University of Limerick, Ireland","institution_ids":["https://openalex.org/I230495080"]},{"raw_affiliation_string":"Department of Computer Systems, Plovdiv University \"Paisii Hilendarski\", Plovdiv, Bulgaria","institution_ids":["https://openalex.org/I192878625"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030607091","display_name":"Zhanlin Ji","orcid":"https://orcid.org/0000-0003-3527-3773"},"institutions":[{"id":"https://openalex.org/I230495080","display_name":"University of Limerick","ror":"https://ror.org/00a0n9e72","country_code":"IE","type":"education","lineage":["https://openalex.org/I230495080"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Zhanlin Ji","raw_affiliation_strings":["Telecommunications Research Centre (TRC), University of Limerick, Ireland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Telecommunications Research Centre (TRC), University of Limerick, Ireland","institution_ids":["https://openalex.org/I230495080"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036560337","display_name":"M\u00e1irt\u00edn O\u2019Droma","orcid":"https://orcid.org/0000-0002-1672-1668"},"institutions":[{"id":"https://openalex.org/I230495080","display_name":"University of Limerick","ror":"https://ror.org/00a0n9e72","country_code":"IE","type":"education","lineage":["https://openalex.org/I230495080"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Mairtin O'Droma","raw_affiliation_strings":["University of Limerick, Limerick, IE"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Limerick, Limerick, IE","institution_ids":["https://openalex.org/I230495080"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.6904,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.81073667,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"pp","issue":null,"first_page":"285","last_page":"289"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9968000054359436,"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":0.9968000054359436,"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/T12720","display_name":"Multimedia Communication and Technology","score":0.9955999851226807,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"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/T12016","display_name":"Web Data Mining and Analysis","score":0.9873999953269958,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6611387729644775},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3272278904914856}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6611387729644775},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3272278904914856}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/is.2016.7737435","is_oa":false,"landing_page_url":"https://doi.org/10.1109/is.2016.7737435","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE 8th International Conference on Intelligent Systems (IS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.44999998807907104,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320320862","display_name":"University of Limerick","ror":"https://ror.org/00a0n9e72"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W1512905610","https://openalex.org/W1598064945","https://openalex.org/W1854079585","https://openalex.org/W1995699308","https://openalex.org/W2008300660","https://openalex.org/W2026973496","https://openalex.org/W2075911376","https://openalex.org/W2085264948","https://openalex.org/W2123621431","https://openalex.org/W2125520775","https://openalex.org/W2129753516","https://openalex.org/W2142752559","https://openalex.org/W2144925530","https://openalex.org/W2153064080","https://openalex.org/W2168145224","https://openalex.org/W2294846930","https://openalex.org/W2525763397","https://openalex.org/W2642383336","https://openalex.org/W2995564009","https://openalex.org/W6630854220","https://openalex.org/W6727539834"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W4402327032","https://openalex.org/W2382290278"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"a":[3,8,51,77,85,114],"conceptual":[4],"framework":[5,21],"for":[6,11,56,73,94,119,129],"building":[7],"recommendation":[9,60,71],"engine":[10],"use":[12],"in":[13],"the":[14,25,35,43,48,58,64,82,105,108,112],"ubiquitous":[15],"consumer":[16],"wireless":[17],"world":[18],"(UCWW).":[19],"The":[20],"is":[22,54],"based":[23,99],"on":[24,100],"Lambda":[26],"Architecture":[27],"and":[28,38,62,103,135],"as":[29],"such":[30],"provides":[31],"real-time":[32,59],"recommendations":[33,118],"at":[34,42,47],"speed":[36,49],"layer":[37],"off-time":[39],"analytical":[40],"operations":[41],"batch":[44,83],"layer.":[45,110],"Moreover,":[46],"layer,":[50,84],"root":[52],"server":[53,116],"used":[55],"updating":[57],"algorithms":[61,91],"dispatching":[63],"processing":[65],"of":[66,87],"users'":[67],"information":[68],"to":[69,107,127],"different":[70],"servers":[72],"load":[74],"balancing":[75],"with":[76],"consistent":[78],"hash":[79],"algorithm.":[80],"At":[81,111],"number":[86],"off-line":[88],"machine":[89],"learning":[90],"are":[92,124],"utilized":[93],"items":[95],"analyzing,":[96],"user":[97],"profiling":[98],"raw":[101],"data,":[102],"sending":[104],"results":[106],"serving":[109],"end,":[113],"decision":[115],"formats":[117],"\u2018best\u2019":[120],"service":[121],"instances,":[122],"which":[123],"sent":[125],"back":[126],"users":[128],"effecting":[130],"an":[131],"always":[132],"best":[133,136],"connected":[134],"served":[137],"(ABC&S)":[138],"experience.":[139]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
