{"id":"https://openalex.org/W3011222825","doi":"https://doi.org/10.3390/fi12030058","title":"Graph-based Method for App Usage Prediction with Attributed Heterogeneous Network Embedding","display_name":"Graph-based Method for App Usage Prediction with Attributed Heterogeneous Network Embedding","publication_year":2020,"publication_date":"2020-03-20","ids":{"openalex":"https://openalex.org/W3011222825","doi":"https://doi.org/10.3390/fi12030058","mag":"3011222825"},"language":"en","primary_location":{"id":"doi:10.3390/fi12030058","is_oa":true,"landing_page_url":"https://doi.org/10.3390/fi12030058","pdf_url":"https://www.mdpi.com/1999-5903/12/3/58/pdf?version=1585294412","source":{"id":"https://openalex.org/S34838331","display_name":"Future Internet","issn_l":"1999-5903","issn":["1999-5903"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Future Internet","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1999-5903/12/3/58/pdf?version=1585294412","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101450478","display_name":"Yifei Zhou","orcid":"https://orcid.org/0000-0003-1207-1810"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yifei Zhou","raw_affiliation_strings":["School of Computer Science and Engineering, Central South University, Changsha 410083, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Central South University, Changsha 410083, China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000323275","display_name":"Shaoyong Li","orcid":"https://orcid.org/0000-0001-9960-5824"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Shaoyong Li","raw_affiliation_strings":["School of Computer Science and Engineering, Central South University, Changsha 410083, China"],"raw_orcid":"https://orcid.org/0000-0001-9960-5824","affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Central South University, Changsha 410083, China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100761725","display_name":"Yaping Liu","orcid":"https://orcid.org/0000-0002-8986-634X"},"institutions":[{"id":"https://openalex.org/I37987034","display_name":"Guangzhou University","ror":"https://ror.org/05ar8rn06","country_code":"CN","type":"education","lineage":["https://openalex.org/I37987034"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yaping Liu","raw_affiliation_strings":["Cyberspace Institute of Advanced Technology, Guangzhou University, Guangzhou 510006, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Cyberspace Institute of Advanced Technology, Guangzhou University, Guangzhou 510006, China","institution_ids":["https://openalex.org/I37987034"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5000323275","https://openalex.org/A5100761725"],"corresponding_institution_ids":["https://openalex.org/I139660479","https://openalex.org/I37987034"],"apc_list":{"value":1600,"currency":"CHF","value_usd":1782},"apc_paid":{"value":1600,"currency":"CHF","value_usd":1782},"fwci":0.5695,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.62062063,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"12","issue":"3","first_page":"58","last_page":"58"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12238","display_name":"Green IT and Sustainability","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12238","display_name":"Green IT and Sustainability","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11478","display_name":"Caching and Content Delivery","score":0.9950000047683716,"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/T10064","display_name":"Complex Network Analysis Techniques","score":0.9897000193595886,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.9265027046203613},{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.5257540345191956},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.47737523913383484},{"id":"https://openalex.org/keywords/baseline","display_name":"Baseline (sea)","score":0.46585044264793396},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4498240351676941},{"id":"https://openalex.org/keywords/rss","display_name":"RSS","score":0.449226975440979},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.44295674562454224},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4391133189201355},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.43356359004974365},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4228753447532654},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.4110482931137085},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.33023810386657715},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.263677179813385},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.17175674438476562}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.9265027046203613},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.5257540345191956},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.47737523913383484},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.46585044264793396},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4498240351676941},{"id":"https://openalex.org/C2385561","wikidata":"https://www.wikidata.org/wiki/Q45432","display_name":"RSS","level":2,"score":0.449226975440979},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.44295674562454224},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4391133189201355},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.43356359004974365},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4228753447532654},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.4110482931137085},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.33023810386657715},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.263677179813385},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.17175674438476562},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.0},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3390/fi12030058","is_oa":true,"landing_page_url":"https://doi.org/10.3390/fi12030058","pdf_url":"https://www.mdpi.com/1999-5903/12/3/58/pdf?version=1585294412","source":{"id":"https://openalex.org/S34838331","display_name":"Future Internet","issn_l":"1999-5903","issn":["1999-5903"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Future Internet","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:gam:jftint:v:12:y:2020:i:3:p:58-:d:335166","is_oa":false,"landing_page_url":"https://www.mdpi.com/1999-5903/12/3/58/","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},{"id":"pmh:oai:doaj.org/article:314d9d8f5f864f18b159aeac71ab3898","is_oa":true,"landing_page_url":"https://doaj.org/article/314d9d8f5f864f18b159aeac71ab3898","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Future Internet, Vol 12, Iss 3, p 58 (2020)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1999-5903/12/3/58/","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3390/fi12030058","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Future Internet","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/fi12030058","is_oa":true,"landing_page_url":"https://doi.org/10.3390/fi12030058","pdf_url":"https://www.mdpi.com/1999-5903/12/3/58/pdf?version=1585294412","source":{"id":"https://openalex.org/S34838331","display_name":"Future Internet","issn_l":"1999-5903","issn":["1999-5903"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Future Internet","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G363439180","display_name":null,"funder_award_id":"2018YFB1003602","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G6055253819","display_name":null,"funder_award_id":"2019B010137005","funder_id":"https://openalex.org/F4320336405","funder_display_name":"Special Project for Research and Development in Key areas of Guangdong Province"}],"funders":[{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null},{"id":"https://openalex.org/F4320336405","display_name":"Special Project for Research and Development in Key areas of Guangdong Province","ror":null}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3011222825.pdf"},"referenced_works_count":43,"referenced_works":["https://openalex.org/W2005567524","https://openalex.org/W2012724135","https://openalex.org/W2015575564","https://openalex.org/W2020631075","https://openalex.org/W2023637508","https://openalex.org/W2032654855","https://openalex.org/W2037933327","https://openalex.org/W2070473734","https://openalex.org/W2073601450","https://openalex.org/W2088394455","https://openalex.org/W2102346651","https://openalex.org/W2133253683","https://openalex.org/W2139694940","https://openalex.org/W2154851992","https://openalex.org/W2184776185","https://openalex.org/W2509009161","https://openalex.org/W2511790943","https://openalex.org/W2519887557","https://openalex.org/W2530194295","https://openalex.org/W2576937703","https://openalex.org/W2586571119","https://openalex.org/W2597655663","https://openalex.org/W2621465063","https://openalex.org/W2624431344","https://openalex.org/W2735852510","https://openalex.org/W2767752208","https://openalex.org/W2787277234","https://openalex.org/W2797230116","https://openalex.org/W2801214223","https://openalex.org/W2807939108","https://openalex.org/W2891802568","https://openalex.org/W2929944287","https://openalex.org/W2945266622","https://openalex.org/W2950723285","https://openalex.org/W2962756421","https://openalex.org/W2962975498","https://openalex.org/W3103995645","https://openalex.org/W3104097132","https://openalex.org/W4232932184","https://openalex.org/W4291474301","https://openalex.org/W6686109355","https://openalex.org/W6740580815","https://openalex.org/W6754748828"],"related_works":["https://openalex.org/W426968574","https://openalex.org/W2365639220","https://openalex.org/W2382520895","https://openalex.org/W2393709043","https://openalex.org/W2080567403","https://openalex.org/W2539387137","https://openalex.org/W2374952201","https://openalex.org/W2374808384","https://openalex.org/W2385449752","https://openalex.org/W2619844325"],"abstract_inverted_index":{"Smartphones":[0],"and":[1,7,13,42,51,55,153],"applications":[2],"have":[3],"become":[4],"widespread":[5],"more":[6],"more.":[8],"Thus,":[9],"using":[10],"the":[11,35,57,84,89,95,113,121,132,159,162,165,172,192,197,204],"hardware":[12],"software":[14],"of":[15,25,72,161,199],"users\u2019":[16],"mobile":[17],"phones,":[18],"we":[19,46,102],"can":[20,47],"get":[21,48],"a":[22,30,62,70,105,141,180,186],"large":[23,31,142],"amount":[24],"personal":[26],"data,":[27,45],"in":[28,137],"which":[29,146,202],"part":[32],"is":[33,92,169],"about":[34],"user\u2019s":[36],"application":[37,66,97],"usage":[38,67,135,174],"patterns.":[39],"By":[40],"transforming":[41],"extracting":[43],"these":[44],"user":[49],"preferences,":[50],"provide":[52],"personalized":[53],"services":[54],"improve":[56],"experience":[58],"for":[59,111,208],"users.":[60],"In":[61,99],"detailed":[63],"way,":[64],"studying":[65],"pattern":[68],"benefits":[69],"variety":[71],"advantages":[73,91],"such":[74],"as":[75,179],"precise":[76],"bandwidth":[77],"allocation,":[78],"App":[79,115,127,134,157,173],"launch":[80],"acceleration,":[81],"etc.":[82],"However,":[83],"first":[85],"thing":[86],"to":[87,93,116,140],"achieve":[88],"above":[90],"predict":[94],"next":[96,114],"accurately.":[98],"this":[100],"paper,":[101],"propose":[103],"AHNEAP,":[104],"novel":[106],"network":[107,145],"embedding":[108],"based":[109],"framework":[110,201],"predicting":[112],"be":[117],"used":[118],"by":[119,185],"characterizing":[120],"context":[122],"information":[123],"before":[124],"one":[125],"specific":[126],"being":[128],"launched.":[129],"AHNEAP":[130],"transforms":[131],"historical":[133],"records":[136],"physical":[138],"spaces":[139],"attributed":[143],"heterogeneous":[144],"contains":[147],"three":[148,151,205],"node":[149],"types,":[150],"edges,":[152],"several":[154],"attributes":[155],"like":[156],"type,":[158],"day":[160],"week.":[163],"Then,":[164],"representation":[166],"learning":[167],"process":[168],"conducted.":[170],"Finally,":[171],"prediction":[175,182],"problem":[176],"was":[177],"defined":[178],"link":[181],"problem,":[183],"realized":[184],"simple":[187],"neural":[188],"network.":[189],"Experiments":[190],"on":[191],"LiveLab":[193],"project":[194],"dataset":[195],"demonstrate":[196],"effectiveness":[198],"our":[200],"outperforms":[203],"baseline":[206],"methods":[207],"each":[209],"tested":[210],"user.":[211]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}
