{"id":"https://openalex.org/W2155214936","doi":"https://doi.org/10.1155/2015/481705","title":"A Location Prediction Algorithm with Daily Routines in Location-Based Participatory Sensing Systems","display_name":"A Location Prediction Algorithm with Daily Routines in Location-Based Participatory Sensing Systems","publication_year":2015,"publication_date":"2015-01-01","ids":{"openalex":"https://openalex.org/W2155214936","doi":"https://doi.org/10.1155/2015/481705","mag":"2155214936"},"language":"en","primary_location":{"id":"doi:10.1155/2015/481705","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2015/481705","pdf_url":null,"source":{"id":"https://openalex.org/S64417657","display_name":"International Journal of Distributed Sensor Networks","issn_l":"1550-1329","issn":["1550-1329","1550-1477"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Distributed Sensor Networks","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1155/2015/481705","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5060088885","display_name":"Ruiyun Yu","orcid":"https://orcid.org/0000-0003-0523-6242"},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ruiyun Yu","raw_affiliation_strings":["Software College, Northeastern University, Shenyang 110819, China"],"raw_orcid":"https://orcid.org/0000-0003-0523-6242","affiliations":[{"raw_affiliation_string":"Software College, Northeastern University, Shenyang 110819, China","institution_ids":["https://openalex.org/I9224756"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078080244","display_name":"Xingyou Xia","orcid":"https://orcid.org/0000-0002-5059-0622"},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xingyou Xia","raw_affiliation_strings":["Software College, Northeastern University, Shenyang 110819, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Software College, Northeastern University, Shenyang 110819, China","institution_ids":["https://openalex.org/I9224756"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023825833","display_name":"Shiyang Liao","orcid":"https://orcid.org/0000-0002-3450-4560"},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shiyang Liao","raw_affiliation_strings":["Software College, Northeastern University, Shenyang 110819, China"],"raw_orcid":"https://orcid.org/0000-0002-3450-4560","affiliations":[{"raw_affiliation_string":"Software College, Northeastern University, Shenyang 110819, China","institution_ids":["https://openalex.org/I9224756"]}]},{"author_position":"last","author":{"id":null,"display_name":"Xingwei Wang","orcid":"https://orcid.org/0000-0001-9143-2287"},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xingwei Wang","raw_affiliation_strings":["College of Information Science and Engineering, Northeastern University, Shenyang 110819, China"],"raw_orcid":"https://orcid.org/0000-0001-9143-2287","affiliations":[{"raw_affiliation_string":"College of Information Science and Engineering, Northeastern University, Shenyang 110819, China","institution_ids":["https://openalex.org/I9224756"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I9224756"],"apc_list":{"value":2200,"currency":"USD","value_usd":2200},"apc_paid":{"value":2200,"currency":"USD","value_usd":2200},"fwci":3.8464,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.9347144,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"2015","issue":null,"first_page":"1","last_page":"12"},"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":0.9998999834060669,"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":0.9998999834060669,"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/T11896","display_name":"Opportunistic and Delay-Tolerant Networks","score":0.9962999820709229,"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/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":0.9879000186920166,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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":0.8922325968742371},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.7941789627075195},{"id":"https://openalex.org/keywords/dynamism","display_name":"Dynamism","score":0.764452338218689},{"id":"https://openalex.org/keywords/participatory-sensing","display_name":"Participatory sensing","score":0.5573693513870239},{"id":"https://openalex.org/keywords/hidden-markov-model","display_name":"Hidden Markov model","score":0.5359671115875244},{"id":"https://openalex.org/keywords/markov-chain","display_name":"Markov chain","score":0.5240378975868225},{"id":"https://openalex.org/keywords/location-data","display_name":"Location data","score":0.4539288878440857},{"id":"https://openalex.org/keywords/mobility-model","display_name":"Mobility model","score":0.4402006268501282},{"id":"https://openalex.org/keywords/markov-model","display_name":"Markov model","score":0.4183710813522339},{"id":"https://openalex.org/keywords/social-network","display_name":"Social network (sociolinguistics)","score":0.4124707579612732},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3903941512107849},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.36444616317749023},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.29657667875289917},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.29062551259994507},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.2787845730781555},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.27071458101272583},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.1182970404624939},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.11425837874412537},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.07685130834579468}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8922325968742371},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.7941789627075195},{"id":"https://openalex.org/C2775836275","wikidata":"https://www.wikidata.org/wiki/Q3502310","display_name":"Dynamism","level":2,"score":0.764452338218689},{"id":"https://openalex.org/C2779208394","wikidata":"https://www.wikidata.org/wiki/Q7140460","display_name":"Participatory sensing","level":2,"score":0.5573693513870239},{"id":"https://openalex.org/C23224414","wikidata":"https://www.wikidata.org/wiki/Q176769","display_name":"Hidden Markov model","level":2,"score":0.5359671115875244},{"id":"https://openalex.org/C98763669","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov chain","level":2,"score":0.5240378975868225},{"id":"https://openalex.org/C2988186277","wikidata":"https://www.wikidata.org/wiki/Q5915793","display_name":"Location data","level":2,"score":0.4539288878440857},{"id":"https://openalex.org/C191485582","wikidata":"https://www.wikidata.org/wiki/Q6887309","display_name":"Mobility model","level":2,"score":0.4402006268501282},{"id":"https://openalex.org/C163836022","wikidata":"https://www.wikidata.org/wiki/Q6771326","display_name":"Markov model","level":3,"score":0.4183710813522339},{"id":"https://openalex.org/C4727928","wikidata":"https://www.wikidata.org/wiki/Q17164759","display_name":"Social network (sociolinguistics)","level":3,"score":0.4124707579612732},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3903941512107849},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.36444616317749023},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.29657667875289917},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.29062551259994507},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.2787845730781555},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.27071458101272583},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.1182970404624939},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.11425837874412537},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.07685130834579468},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1155/2015/481705","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2015/481705","pdf_url":null,"source":{"id":"https://openalex.org/S64417657","display_name":"International Journal of Distributed Sensor Networks","issn_l":"1550-1329","issn":["1550-1329","1550-1477"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Distributed Sensor Networks","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:sae:intdis:v:11:y:2015:i:10:p:481705","is_oa":false,"landing_page_url":"https://journals.sagepub.com/doi/10.1155/2015/481705","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:8f15e1edee2c47b29c6c398d0b9df18b","is_oa":true,"landing_page_url":"https://doaj.org/article/8f15e1edee2c47b29c6c398d0b9df18b","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":"International Journal of Distributed Sensor Networks, Vol 11 (2015)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1155/2015/481705","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2015/481705","pdf_url":null,"source":{"id":"https://openalex.org/S64417657","display_name":"International Journal of Distributed Sensor Networks","issn_l":"1550-1329","issn":["1550-1329","1550-1477"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Distributed Sensor Networks","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities","score":0.5799999833106995}],"awards":[{"id":"https://openalex.org/G5358206500","display_name":null,"funder_award_id":"61225012","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6400460445","display_name":"\u53c2\u4e0e\u5f0f\u611f\u77e5\u7cfb\u7edf\u4e2d\u57fa\u4e8e\u4f17\u5305\u7684\u52a8\u6001\u7fa4\u7ec4\u6784\u9020\u65b9\u6cd5\u7814\u7a76","funder_award_id":"61272529","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7362404273","display_name":null,"funder_award_id":"71325002","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W66477288","https://openalex.org/W74013664","https://openalex.org/W75304744","https://openalex.org/W112474976","https://openalex.org/W179500209","https://openalex.org/W1521536236","https://openalex.org/W1965680834","https://openalex.org/W1966683791","https://openalex.org/W1972243012","https://openalex.org/W1982300822","https://openalex.org/W1982467666","https://openalex.org/W1987098519","https://openalex.org/W1987228002","https://openalex.org/W2011077119","https://openalex.org/W2019776461","https://openalex.org/W2032030901","https://openalex.org/W2037301749","https://openalex.org/W2071177730","https://openalex.org/W2085227481","https://openalex.org/W2108950108","https://openalex.org/W2110953678","https://openalex.org/W2132391423","https://openalex.org/W2145002834","https://openalex.org/W2149891651","https://openalex.org/W2156253586","https://openalex.org/W2157747589","https://openalex.org/W2162555816","https://openalex.org/W2163072664","https://openalex.org/W2319313473","https://openalex.org/W2369030399"],"related_works":["https://openalex.org/W2000438032","https://openalex.org/W2385556862","https://openalex.org/W4297802007","https://openalex.org/W2117883229","https://openalex.org/W2300345195","https://openalex.org/W2367908682","https://openalex.org/W3122659832","https://openalex.org/W2034716977","https://openalex.org/W2116864026","https://openalex.org/W1988609132"],"abstract_inverted_index":{"Mobile":[0],"node":[1,23],"location":[2,24,89],"predication":[3],"is":[4],"critical":[5],"to":[6],"efficient":[7],"data":[8],"acquisition":[9],"and":[10,41,82],"message":[11],"forwarding":[12],"in":[13,76],"participatory":[14],"sensing":[15],"systems.":[16],"This":[17],"paper":[18],"proposes":[19],"a":[20],"social-relationship-based":[21],"mobile":[22,46],"prediction":[25,86,117],"algorithm":[26,33,65],"using":[27,88],"daily":[28,61,78],"routines":[29],"(SMLPR).":[30],"The":[31],"SMLPR":[32,64,114],"models":[34],"application":[35],"scenarios":[36],"based":[37,70,121],"on":[38,71,122],"geographic":[39],"locations":[40],"extracts":[42],"social":[43],"relationships":[44],"of":[45,55,80,91],"nodes":[47,93],"from":[48,59],"nodes\u2019":[49],"mobility.":[50],"After":[51],"considering":[52],"the":[53,63,72,85,99,102,123],"dynamism":[54],"users\u2019":[56],"behavior":[57],"resulting":[58],"their":[60],"routines,":[62],"preliminarily":[66],"predicts":[67],"node\u2019s":[68],"mobility":[69],"hidden":[73],"Markov":[74,124],"model":[75],"different":[77],"periods":[79],"time":[81],"then":[83],"amends":[84],"results":[87,111],"information":[90],"other":[92],"which":[94],"have":[95],"strong":[96],"relationship":[97],"with":[98],"node.":[100],"Finally,":[101],"UCSD":[103],"WTD":[104],"dataset":[105],"are":[106],"exploited":[107],"for":[108],"simulations.":[109],"Simulation":[110],"show":[112],"that":[113],"acquires":[115],"higher":[116],"accuracy":[118],"than":[119],"proposals":[120],"model.":[125]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":1},{"year":2015,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
