{"id":"https://openalex.org/W1982059106","doi":"https://doi.org/10.1145/2638728.2641700","title":"An analysis of the transitions between mobile application usages based on markov chains","display_name":"An analysis of the transitions between mobile application usages based on markov chains","publication_year":2014,"publication_date":"2014-09-13","ids":{"openalex":"https://openalex.org/W1982059106","doi":"https://doi.org/10.1145/2638728.2641700","mag":"1982059106"},"language":"en","primary_location":{"id":"doi:10.1145/2638728.2641700","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2638728.2641700","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2014 ACM International Joint Conference on Pervasive and Ubiquitous Computing: Adjunct Publication","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://r-libre.teluq.ca/269/1/GouinVallerand%26Mezghani-2014.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5050551777","display_name":"Robert J. Vallerand","orcid":"https://orcid.org/0000-0002-5301-2799"},"institutions":[{"id":"https://openalex.org/I200745827","display_name":"Universit\u00e9 T\u00c9LUQ","ror":"https://ror.org/007y6q934","country_code":"CA","type":"education","lineage":["https://openalex.org/I200745827","https://openalex.org/I49663120"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Charles Gouin-Vallerand","raw_affiliation_strings":["T\u00e9l\u00e9-Universit\u00e9 du Qu\u00e9bec, QC Canada"],"affiliations":[{"raw_affiliation_string":"T\u00e9l\u00e9-Universit\u00e9 du Qu\u00e9bec, QC Canada","institution_ids":["https://openalex.org/I200745827"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5035371944","display_name":"Neila Mezghani","orcid":"https://orcid.org/0000-0002-5935-4570"},"institutions":[{"id":"https://openalex.org/I200745827","display_name":"Universit\u00e9 T\u00c9LUQ","ror":"https://ror.org/007y6q934","country_code":"CA","type":"education","lineage":["https://openalex.org/I200745827","https://openalex.org/I49663120"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Neila Mezghani","raw_affiliation_strings":["T\u00e9l\u00e9-Universit\u00e9 du Qu\u00e9bec, QC Canada"],"affiliations":[{"raw_affiliation_string":"T\u00e9l\u00e9-Universit\u00e9 du Qu\u00e9bec, QC Canada","institution_ids":["https://openalex.org/I200745827"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5050551777"],"corresponding_institution_ids":["https://openalex.org/I200745827"],"apc_list":null,"apc_paid":null,"fwci":1.8332,"has_fulltext":true,"cited_by_count":10,"citation_normalized_percentile":{"value":0.88346776,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"373","last_page":"378"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9988999962806702,"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"}},"topics":[{"id":"https://openalex.org/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9988999962806702,"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/T12238","display_name":"Green IT and Sustainability","score":0.9983999729156494,"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/T10064","display_name":"Complex Network Analysis Techniques","score":0.9815999865531921,"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":0.7948733568191528},{"id":"https://openalex.org/keywords/markov-chain","display_name":"Markov chain","score":0.698866605758667},{"id":"https://openalex.org/keywords/smart-phone","display_name":"Smart phone","score":0.594814658164978},{"id":"https://openalex.org/keywords/mobile-phone","display_name":"Mobile phone","score":0.5857869386672974},{"id":"https://openalex.org/keywords/point","display_name":"Point (geometry)","score":0.5410308837890625},{"id":"https://openalex.org/keywords/transition","display_name":"Transition (genetics)","score":0.47763434052467346},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.4549706280231476},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3718739151954651},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.35398590564727783},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.34805113077163696},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.32083460688591003},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.1655031144618988},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.15944400429725647}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7948733568191528},{"id":"https://openalex.org/C98763669","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov chain","level":2,"score":0.698866605758667},{"id":"https://openalex.org/C2984771860","wikidata":"https://www.wikidata.org/wiki/Q22645","display_name":"Smart phone","level":2,"score":0.594814658164978},{"id":"https://openalex.org/C2777421447","wikidata":"https://www.wikidata.org/wiki/Q17517","display_name":"Mobile phone","level":2,"score":0.5857869386672974},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.5410308837890625},{"id":"https://openalex.org/C194232998","wikidata":"https://www.wikidata.org/wiki/Q1606712","display_name":"Transition (genetics)","level":3,"score":0.47763434052467346},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.4549706280231476},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3718739151954651},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.35398590564727783},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.34805113077163696},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.32083460688591003},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.1655031144618988},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.15944400429725647},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/2638728.2641700","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2638728.2641700","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2014 ACM International Joint Conference on Pervasive and Ubiquitous Computing: Adjunct Publication","raw_type":"proceedings-article"},{"id":"pmh:oai:r-libre.teluq.ca:269","is_oa":true,"landing_page_url":null,"pdf_url":"https://r-libre.teluq.ca/269/1/GouinVallerand%26Mezghani-2014.pdf","source":{"id":"https://openalex.org/S4306401909","display_name":"R-libre (Universit\u00e9 T\u00e9luq)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I200745827","host_organization_name":"Universit\u00e9 T\u00c9LUQ","host_organization_lineage":["https://openalex.org/I200745827"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Communications dans des actes de congr\u00e8s/colloques"}],"best_oa_location":{"id":"pmh:oai:r-libre.teluq.ca:269","is_oa":true,"landing_page_url":null,"pdf_url":"https://r-libre.teluq.ca/269/1/GouinVallerand%26Mezghani-2014.pdf","source":{"id":"https://openalex.org/S4306401909","display_name":"R-libre (Universit\u00e9 T\u00e9luq)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I200745827","host_organization_name":"Universit\u00e9 T\u00c9LUQ","host_organization_lineage":["https://openalex.org/I200745827"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Communications dans des actes de congr\u00e8s/colloques"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W1982059106.pdf","grobid_xml":"https://content.openalex.org/works/W1982059106.grobid-xml"},"referenced_works_count":6,"referenced_works":["https://openalex.org/W1208857234","https://openalex.org/W2005567524","https://openalex.org/W2032654855","https://openalex.org/W2038433298","https://openalex.org/W2046586564","https://openalex.org/W2142678266"],"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/W4288390103","https://openalex.org/W4317039510","https://openalex.org/W4238861846"],"abstract_inverted_index":{"By":[0],"knowing":[1],"more":[2],"the":[3,44,50,54,67,77],"usage":[4,80],"of":[5,24,34,43,56,79,84],"mobile":[6],"application":[7,47,71,88],"on":[8,49,82],"smart":[9],"phone,":[10],"it":[11],"is":[12,26],"possible":[13],"to":[14],"predict":[15],"which":[16],"applications":[17],"will":[18],"be":[19],"used":[20],"next.":[21],"This":[22],"kind":[23],"information":[25,75],"particularly":[27],"interesting":[28],"from":[29,76],"a":[30,91,96],"recommendation":[31],"system":[32],"point":[33],"view.":[35],"In":[36],"this":[37],"paper,":[38],"we":[39,64],"present":[40],"an":[41],"analysis":[42],"transitions":[45],"between":[46,70],"usages":[48,72],"data":[51],"collected":[52],"by":[53],"University":[55],"Cambridge's":[57],"Device":[58],"Analyzer":[59],"project.":[60],"Among":[61],"other":[62],"results,":[63],"conclude":[65],"that":[66],"transition":[68],"probabilities":[69,78],"are":[73],"distinct":[74],"based":[81],"periods":[83],"time,":[85],"such":[86],"as":[87],"launches":[89],"in":[90,95],"same":[92,97],"hour":[93],"and":[94],"day.":[98]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":3},{"year":2016,"cited_by_count":3}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}
