{"id":"https://openalex.org/W63520301","doi":null,"title":"Person Movement Prediction Using Hidden Markov Models","display_name":"Person Movement Prediction Using Hidden Markov Models","publication_year":2006,"publication_date":"2006-01-01","ids":{"openalex":"https://openalex.org/W63520301","mag":"63520301"},"language":"en","primary_location":{"id":"mag:63520301","doi":null,"is_oa":false,"landing_page_url":"http://acaps.ulbsibiu.ro/papers/SIC_HMM.pdf","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null},"volume":null,"type":"article","indexed_in":[],"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/A5048332365","display_name":"\u00c1rp\u00e1d Gell\u00e9rt","orcid":"https://orcid.org/0000-0002-5482-967X","observed_orcids":["https://orcid.org/0000-0002-5482-967X"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"\u00c1rp\u00e1d Gell\u00e9rt","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033864373","display_name":"Lucian Vin\u0163an","orcid":"https://orcid.org/0000-0002-6328-7577","observed_orcids":["https://orcid.org/0000-0002-6328-7577"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Lucian Vin\u0163an","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0002-6328-7577","affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"Lucian Blaga","orcid":"https://orcid.org/0000-0002-5300-5601","observed_orcids":["https://orcid.org/0000-0002-5300-5601"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Lucian Blaga","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0002-5300-5601","affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5113507556","display_name":"Theo Ungerer","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Theo Ungerer","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.7567,"has_fulltext":false,"cited_by_count":47,"citation_normalized_percentile":{"value":0.90103119,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.34470000863075256,"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"}},"topics":[{"id":"https://openalex.org/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.34470000863075256,"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"}},{"id":"https://openalex.org/T10326","display_name":"Indoor and Outdoor Localization Technologies","score":0.19750000536441803,"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/T11106","display_name":"Data Management and Algorithms","score":0.11909999698400497,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/hidden-markov-models","display_name":"hidden Markov models","score":0.9359999895095825},{"id":"https://openalex.org/keywords/next-location-prediction","display_name":"next location prediction","score":0.796999990940094},{"id":"https://openalex.org/keywords/ubiquitous-systems","display_name":"ubiquitous systems","score":0.6940000057220459},{"id":"https://openalex.org/keywords/context-aware-systems","display_name":"context-aware systems","score":0.6370000243186951}],"concepts":[{"id":"https://openalex.org/C23224414","wikidata":"https://www.wikidata.org/wiki/Q176769","display_name":"Hidden Markov model","level":2,"score":0.8384222984313965},{"id":"https://openalex.org/C2780226923","wikidata":"https://www.wikidata.org/wiki/Q929848","display_name":"Movement (music)","level":2,"score":0.7305886149406433},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7170310020446777},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6337988376617432},{"id":"https://openalex.org/C98763669","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov chain","level":2,"score":0.451170414686203},{"id":"https://openalex.org/C163836022","wikidata":"https://www.wikidata.org/wiki/Q6771326","display_name":"Markov model","level":3,"score":0.44300028681755066},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4226442575454712},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.41527557373046875},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.41201138496398926},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.36414051055908203},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.07504338026046753},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0},{"id":"https://openalex.org/C107038049","wikidata":"https://www.wikidata.org/wiki/Q35986","display_name":"Aesthetics","level":1,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"mag:63520301","doi":null,"is_oa":false,"landing_page_url":"http://acaps.ulbsibiu.ro/papers/SIC_HMM.pdf","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W140337563","https://openalex.org/W2021700397","https://openalex.org/W2125838338","https://openalex.org/W2139962192","https://openalex.org/W2169849734","https://openalex.org/W2186727546","https://openalex.org/W2540285965","https://openalex.org/W2738994063"],"related_works":["https://openalex.org/W7099785481","https://openalex.org/W1972243012","https://openalex.org/W7096727537","https://openalex.org/W2094173631","https://openalex.org/W4393937918","https://openalex.org/W140337563","https://openalex.org/W7045952062","https://openalex.org/W7098369204","https://openalex.org/W2910195013","https://openalex.org/W117242737"],"abstract_inverted_index":{"Ubiquitous":[0],"systems":[1],"use":[2],"context":[3],"information":[4],"to":[5,9,35,74],"adapt":[6],"appliance":[7,19],"behavior":[8],"human":[10],"needs.":[11],"Even":[12],"more":[13],"convenience":[14],"is":[15,49],"reached":[16],"if":[17],"the":[18,21,37,47],"foresees":[20],"user's":[22],"desires":[23],"and":[24],"acts":[25],"proactively.":[26],"This":[27],"paper":[28],"introduces":[29],"Hidden":[30],"Markov":[31],"Models,":[32],"in":[33,68],"order":[34],"anticipate":[36],"next":[38,69],"movement":[39,54],"of":[40,46,56],"some":[41,53],"persons.":[42],"The":[43,63],"optimal":[44],"configuration":[45],"model":[48],"determined":[50],"by":[51],"evaluating":[52],"sequences":[55],"real":[57],"persons":[58],"within":[59],"an":[60],"office":[61],"building.":[62],"simulation":[64],"results":[65],"show":[66],"accuracy":[67],"location":[70],"prediction":[71],"reaching":[72],"up":[73],"92%.":[75]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":5},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":4},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":2},{"year":2012,"cited_by_count":4}],"updated_date":"2026-10-28T10:33:24.094632","created_date":"2016-06-24T00:00:00"}