{"id":"https://openalex.org/W4321483911","doi":"https://doi.org/10.1109/jiot.2023.3247726","title":"Event Predictability: A Uniform Form for IoT-Based Nondeterministic Social Systems","display_name":"Event Predictability: A Uniform Form for IoT-Based Nondeterministic Social Systems","publication_year":2023,"publication_date":"2023-02-22","ids":{"openalex":"https://openalex.org/W4321483911","doi":"https://doi.org/10.1109/jiot.2023.3247726"},"language":"en","primary_location":{"id":"doi:10.1109/jiot.2023.3247726","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2023.3247726","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Internet of Things Journal","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"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/A5077816511","display_name":"Jingyuan Duan","orcid":"https://orcid.org/0000-0002-5632-8123"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jingyuan Duan","raw_affiliation_strings":["School of Computer Science and Engineering, University of Electronic Science and Technology of China, Chengdu, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019111542","display_name":"Ling Tian","orcid":"https://orcid.org/0000-0002-8475-9203"},"institutions":[{"id":"https://openalex.org/I158809036","display_name":"Shenzhen Institute of Information Technology","ror":"https://ror.org/03wrf9427","country_code":"CN","type":"education","lineage":["https://openalex.org/I158809036"]},{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ling Tian","raw_affiliation_strings":["School of Computer Science and Engineering, University of Electronic Science and Technology of China, Chengdu, China","Institute of Information Technology, Shenzhen Institute of Information Technology, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]},{"raw_affiliation_string":"Institute of Information Technology, Shenzhen Institute of Information Technology, Shenzhen, China","institution_ids":["https://openalex.org/I158809036"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5082592508","display_name":"Kaiyang Li","orcid":"https://orcid.org/0000-0003-3615-5146"},"institutions":[{"id":"https://openalex.org/I181565077","display_name":"Georgia State University","ror":"https://ror.org/03qt6ba18","country_code":"US","type":"education","lineage":["https://openalex.org/I181565077"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kaiyang Li","raw_affiliation_strings":["Computer Science Department, Georgia State University, Atlanta, GA, USA"],"affiliations":[{"raw_affiliation_string":"Computer Science Department, Georgia State University, Atlanta, GA, USA","institution_ids":["https://openalex.org/I181565077"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5077816511"],"corresponding_institution_ids":["https://openalex.org/I150229711"],"apc_list":null,"apc_paid":null,"fwci":0.6669,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.63708067,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"10","issue":"14","first_page":"12496","last_page":"12507"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9962999820709229,"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"}},"topics":[{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9962999820709229,"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"}},{"id":"https://openalex.org/T11273","display_name":"Advanced Graph Neural Networks","score":0.9940999746322632,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10057","display_name":"Face and Expression Recognition","score":0.9915000200271606,"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/predictability","display_name":"Predictability","score":0.8595232367515564},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7844802141189575},{"id":"https://openalex.org/keywords/nondeterministic-algorithm","display_name":"Nondeterministic algorithm","score":0.7769660949707031},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.612703263759613},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.5603687167167664},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.4445708990097046},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3847394585609436},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3817364573478699},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3628803491592407},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3368157148361206},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.15298885107040405},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.08772921562194824}],"concepts":[{"id":"https://openalex.org/C197640229","wikidata":"https://www.wikidata.org/wiki/Q2534066","display_name":"Predictability","level":2,"score":0.8595232367515564},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7844802141189575},{"id":"https://openalex.org/C176181172","wikidata":"https://www.wikidata.org/wiki/Q3490301","display_name":"Nondeterministic algorithm","level":2,"score":0.7769660949707031},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.612703263759613},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.5603687167167664},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.4445708990097046},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3847394585609436},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3817364573478699},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3628803491592407},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3368157148361206},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.15298885107040405},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.08772921562194824},{"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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jiot.2023.3247726","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2023.3247726","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Internet of Things Journal","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.75,"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities"}],"awards":[{"id":"https://openalex.org/G3420953119","display_name":null,"funder_award_id":"2021YFG0018","funder_id":"https://openalex.org/F4320333335","funder_display_name":"Sichuan Province Science and Technology Support Program"},{"id":"https://openalex.org/G3509619131","display_name":null,"funder_award_id":"2022YFG0038","funder_id":"https://openalex.org/F4320333335","funder_display_name":"Sichuan Province Science and Technology Support Program"}],"funders":[{"id":"https://openalex.org/F4320333335","display_name":"Sichuan Province Science and Technology Support Program","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":56,"referenced_works":["https://openalex.org/W1481900550","https://openalex.org/W1594563152","https://openalex.org/W1780225521","https://openalex.org/W1998477214","https://openalex.org/W2041545457","https://openalex.org/W2045498316","https://openalex.org/W2051530877","https://openalex.org/W2075672181","https://openalex.org/W2078894510","https://openalex.org/W2082040833","https://openalex.org/W2094096036","https://openalex.org/W2105469240","https://openalex.org/W2126160338","https://openalex.org/W2139277861","https://openalex.org/W2140956554","https://openalex.org/W2159397589","https://openalex.org/W2166778665","https://openalex.org/W2187286903","https://openalex.org/W2265595858","https://openalex.org/W2565496973","https://openalex.org/W2585731554","https://openalex.org/W2620485168","https://openalex.org/W2767220239","https://openalex.org/W2792328488","https://openalex.org/W2799785293","https://openalex.org/W2894781070","https://openalex.org/W2902940626","https://openalex.org/W2904120175","https://openalex.org/W2911535719","https://openalex.org/W2938612085","https://openalex.org/W2966826654","https://openalex.org/W2968863477","https://openalex.org/W2986427358","https://openalex.org/W2987179096","https://openalex.org/W2991197450","https://openalex.org/W3004508540","https://openalex.org/W3004726795","https://openalex.org/W3081158114","https://openalex.org/W3083730034","https://openalex.org/W3099263499","https://openalex.org/W3103988912","https://openalex.org/W3113240487","https://openalex.org/W3113592551","https://openalex.org/W3164101172","https://openalex.org/W3183566165","https://openalex.org/W4210535303","https://openalex.org/W4210820789","https://openalex.org/W4211037329","https://openalex.org/W4247818460","https://openalex.org/W4280602362","https://openalex.org/W4288102558","https://openalex.org/W4288278954","https://openalex.org/W6678934100","https://openalex.org/W6680729576","https://openalex.org/W6686712754","https://openalex.org/W6768167473"],"related_works":["https://openalex.org/W3173340793","https://openalex.org/W4310836149","https://openalex.org/W2278329956","https://openalex.org/W1996880246","https://openalex.org/W3149394920","https://openalex.org/W2950416039","https://openalex.org/W1447540840","https://openalex.org/W1517042805","https://openalex.org/W1597181838","https://openalex.org/W1529656707"],"abstract_inverted_index":{"Integrating":[0],"massive":[1],"social":[2,6,10,23,50,119,156],"data":[3,40,89,151],"with":[4,36,95],"traditional":[5],"sciences,":[7],"the":[8,17,28,45,52,81,98,104,115,132],"computational":[9],"science":[11],"(CSS)":[12],"is":[13,27,55,85,107,125,143],"crucial":[14],"for":[15,97,136,153],"understanding":[16],"Internet":[18],"of":[19,31,48],"Things":[20],"(IoT)-based":[21],"nondeterministic":[22,46,155],"systems.":[24,120,157],"Event":[25],"predictability":[26,54,74,106,123,139],"fundamental":[29],"premise":[30],"widespread":[32],"societal":[33],"event":[34,53,73,105,122,138],"predictions":[35],"CSS.":[37],"Due":[38],"to":[39,57,87,113],"quality,":[41],"model":[42,92],"suitability,":[43],"and":[44,64,78,91,102,128,130],"nature":[47],"IoT-based":[49,118,154],"systems,":[51],"difficult":[56],"be":[58],"characterized.":[59],"Based":[60],"on":[61,148],"Turing":[62],"computability":[63],"prediction":[65],"error":[66,83,100],"tolerability,":[67],"this":[68],"article":[69],"posits":[70],"a":[71,110,149],"uniform":[72],"theory.":[75],"With":[76],"discrepancy":[77],"Rademacher":[79],"complexity,":[80],"generalization":[82,99],"bound":[84,101],"utilized":[86],"represent":[88],"quality":[90],"suitability.":[93],"Together":[94],"thresholds":[96],"confidence,":[103],"modeled":[108],"in":[109],"probabilistic":[111],"manner":[112],"capture":[114],"nondeterminism":[116],"within":[117],"The":[121],"theory":[124],"theoretically":[126],"proved":[127],"validated,":[129],"utilizing":[131],"proposed":[133],"approximation":[134],"algorithm":[135],"discriminating":[137],"(AADEP),":[140],"its":[141],"applicability":[142],"further":[144],"verified":[145],"by":[146],"experiments":[147],"real-world":[150],"set":[152]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}