{"id":"https://openalex.org/W4396573369","doi":"https://doi.org/10.5220/0012615800003705","title":"Context Data Compact Prediction Tree (CD-CPT): Transforming User Experience Through Predictive Analysis","display_name":"Context Data Compact Prediction Tree (CD-CPT): Transforming User Experience Through Predictive Analysis","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4396573369","doi":"https://doi.org/10.5220/0012615800003705"},"language":"en","primary_location":{"id":"doi:10.5220/0012615800003705","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0012615800003705","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 9th International Conference on Internet of Things, Big Data and Security","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.5220/0012615800003705","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5087783541","display_name":"Pooja Goyal","orcid":"https://orcid.org/0000-0001-8828-0374"},"institutions":[{"id":"https://openalex.org/I123534392","display_name":"University of North Texas","ror":"https://ror.org/00v97ad02","country_code":"US","type":"education","lineage":["https://openalex.org/I123534392"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Pooja Goyal","raw_affiliation_strings":["Computer Science & Engineering, University of North Texas, Denton, Texas, U.S.A., --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"Computer Science & Engineering, University of North Texas, Denton, Texas, U.S.A., --- Select a Country ---","institution_ids":["https://openalex.org/I123534392"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101076431","display_name":"Md Khan","orcid":null},"institutions":[{"id":"https://openalex.org/I123534392","display_name":"University of North Texas","ror":"https://ror.org/00v97ad02","country_code":"US","type":"education","lineage":["https://openalex.org/I123534392"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Md Khan","raw_affiliation_strings":["Computer Science & Engineering, University of North Texas, Denton, Texas, U.S.A., --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"Computer Science & Engineering, University of North Texas, Denton, Texas, U.S.A., --- Select a Country ---","institution_ids":["https://openalex.org/I123534392"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5096042518","display_name":"Natnael Teshome","orcid":null},"institutions":[{"id":"https://openalex.org/I123534392","display_name":"University of North Texas","ror":"https://ror.org/00v97ad02","country_code":"US","type":"education","lineage":["https://openalex.org/I123534392"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Natnael Teshome","raw_affiliation_strings":["Computer Science & Engineering, University of North Texas, Denton, Texas, U.S.A., --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"Computer Science & Engineering, University of North Texas, Denton, Texas, U.S.A., --- Select a Country ---","institution_ids":["https://openalex.org/I123534392"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066419381","display_name":"Brendan Geary","orcid":null},"institutions":[{"id":"https://openalex.org/I32480017","display_name":"Florida Polytechnic University","ror":"https://ror.org/01e5mdj42","country_code":"US","type":"education","lineage":["https://openalex.org/I32480017"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Brendan Geary","raw_affiliation_strings":["Computer Science, Florida Polytechnic University, Florida, U.S.A., --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"Computer Science, Florida Polytechnic University, Florida, U.S.A., --- Select a Country ---","institution_ids":["https://openalex.org/I32480017"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077471766","display_name":"Ren\u00e9e Bryce","orcid":"https://orcid.org/0000-0002-7060-8586"},"institutions":[{"id":"https://openalex.org/I123534392","display_name":"University of North Texas","ror":"https://ror.org/00v97ad02","country_code":"US","type":"education","lineage":["https://openalex.org/I123534392"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Renee Bryce","raw_affiliation_strings":["Computer Science & Engineering, University of North Texas, Denton, Texas, U.S.A., --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"Computer Science & Engineering, University of North Texas, Denton, Texas, U.S.A., --- Select a Country ---","institution_ids":["https://openalex.org/I123534392"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5087783541"],"corresponding_institution_ids":["https://openalex.org/I123534392"],"apc_list":null,"apc_paid":null,"fwci":0.4815,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.60846483,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"166","last_page":"173"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.7099000215530396,"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":0.7099000215530396,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7304542064666748},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5968350172042847},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.5163358449935913},{"id":"https://openalex.org/keywords/tree","display_name":"Tree (set theory)","score":0.49424198269844055},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.40996018052101135},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3432809114456177},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.32591140270233154},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10703390836715698}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7304542064666748},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5968350172042847},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.5163358449935913},{"id":"https://openalex.org/C113174947","wikidata":"https://www.wikidata.org/wiki/Q2859736","display_name":"Tree (set theory)","level":2,"score":0.49424198269844055},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.40996018052101135},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3432809114456177},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.32591140270233154},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10703390836715698},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.5220/0012615800003705","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0012615800003705","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 9th International Conference on Internet of Things, Big Data and Security","raw_type":"proceedings-article"},{"id":"pmh:info:ark/67531/metadc2376534","is_oa":true,"landing_page_url":"https://digital.library.unt.edu/ark:/67531/metadc2376534/","pdf_url":"https://digital.library.unt.edu/ark:/67531/metadc2376534/m2/1/high_res_d/126158.pdf","source":{"id":"https://openalex.org/S4306400792","display_name":"University of North Texas Digital Library (University of North Texas)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I123534392","host_organization_name":"University of North Texas","host_organization_lineage":["https://openalex.org/I123534392"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"9th International Conference on Internet of Things, Big Data and Security, April 27-29, 2024. Hosted remotely.","raw_type":"Article"}],"best_oa_location":{"id":"doi:10.5220/0012615800003705","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0012615800003705","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 9th International Conference on Internet of Things, Big Data and Security","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G5494608727","display_name":null,"funder_award_id":"2149969","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4224009465","https://openalex.org/W4306674287","https://openalex.org/W4384470695","https://openalex.org/W3134840015","https://openalex.org/W4366979180","https://openalex.org/W2377198601","https://openalex.org/W2381980924","https://openalex.org/W2353774927","https://openalex.org/W2081026125"],"abstract_inverted_index":{"This":[0,63],"article":[1],"asserts":[2],"that":[3],"use":[4],"of":[5,8,31,47,69],"IoT":[6],"(Internet":[7],"Things)":[9],"devices":[10],"have":[11,26],"significantly":[12],"increased":[13],"over":[14],"the":[15,61],"last":[16],"decade,":[17],"specifically":[18],"smartphones":[19],"as":[20,51,119],"compared":[21],"to":[22,81,104],"desktops,":[23],"and":[24,41,44,57,98,113,129],"laptops":[25],"become":[27],"an":[28],"integral":[29],"part":[30],"our":[32],"everyday":[33],"lives.":[34],"Smartphone":[35],"applications":[36],"operate":[37],"in":[38],"dynamic":[39],"environments":[40],"generate":[42,105],"huge":[43],"vast":[45],"amount":[46],"context":[48,84,111],"events":[49,112],"such":[50,118],"screen":[52],"orientation,":[53],"location,":[54],"battery":[55],"life,":[56],"network":[58],"connectivity":[59],"throughout":[60],"day.":[62],"work":[64],"proposes":[65],"a":[66],"modified":[67],"method":[68],"Compact":[70,77],"Prediction":[71,78,120],"Tree":[72,79],"(CPT)":[73],"called":[74],"Context":[75],"Data":[76],"(CD-CPT)":[80],"predict":[82],"real-world":[83],"data":[85],"for":[86],"multiple":[87],"users.":[88],"The":[89],"experiments":[90],"conducted":[91],"used":[92],"Transition":[93],"Directed":[94],"Acyclic":[95],"Graph":[96,126],"(TDAG)":[97],"All-k":[99],"Order":[100],"Markov":[101],"(AKOM)":[102],"algorithms":[103],"short-term":[106],"predictions":[107],"based":[108],"on":[109],"current":[110],"compare":[114],"with":[115],"baseline":[116],"models":[117],"by":[121],"Pattern":[122],"Mining":[123],"(PPM),":[124],"Dependency":[125],"(DG),":[127],"CPT,":[128],"CPT+.":[130]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-04-21T08:09:41.155169","created_date":"2025-10-10T00:00:00"}