{"id":"https://openalex.org/W3047309292","doi":"https://doi.org/10.1109/percomworkshops48775.2020.9156111","title":"Automating the Interactions among IoT Devices using Neural Networks","display_name":"Automating the Interactions among IoT Devices using Neural Networks","publication_year":2020,"publication_date":"2020-03-01","ids":{"openalex":"https://openalex.org/W3047309292","doi":"https://doi.org/10.1109/percomworkshops48775.2020.9156111","mag":"3047309292"},"language":"en","primary_location":{"id":"doi:10.1109/percomworkshops48775.2020.9156111","is_oa":false,"landing_page_url":"https://doi.org/10.1109/percomworkshops48775.2020.9156111","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops)","raw_type":"proceedings-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/A5065267743","display_name":"Javier Rojo","orcid":"https://orcid.org/0000-0001-9189-1133"},"institutions":[{"id":"https://openalex.org/I80606768","display_name":"Universidad de Extremadura","ror":"https://ror.org/0174shg90","country_code":"ES","type":"education","lineage":["https://openalex.org/I80606768"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Javier Rojo","raw_affiliation_strings":["University of Extremadura, Caceres, Spain"],"affiliations":[{"raw_affiliation_string":"University of Extremadura, Caceres, Spain","institution_ids":["https://openalex.org/I80606768"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002137691","display_name":"Daniel Flores-Mart\u00edn","orcid":"https://orcid.org/0000-0002-2554-2194"},"institutions":[{"id":"https://openalex.org/I80606768","display_name":"Universidad de Extremadura","ror":"https://ror.org/0174shg90","country_code":"ES","type":"education","lineage":["https://openalex.org/I80606768"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Daniel Flores-Martin","raw_affiliation_strings":["University of Extremadura, Caceres, Spain"],"affiliations":[{"raw_affiliation_string":"University of Extremadura, Caceres, Spain","institution_ids":["https://openalex.org/I80606768"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029686194","display_name":"Jos\u00e9 Garc\u00ed\u00ada-Alonso","orcid":"https://orcid.org/0000-0002-6819-0299"},"institutions":[{"id":"https://openalex.org/I80606768","display_name":"Universidad de Extremadura","ror":"https://ror.org/0174shg90","country_code":"ES","type":"education","lineage":["https://openalex.org/I80606768"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Jose Garcia-Alonso","raw_affiliation_strings":["University of Extremadura, Caceres, Spain"],"affiliations":[{"raw_affiliation_string":"University of Extremadura, Caceres, Spain","institution_ids":["https://openalex.org/I80606768"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028549815","display_name":"Juan M. Murillo","orcid":"https://orcid.org/0000-0003-4961-4030"},"institutions":[{"id":"https://openalex.org/I80606768","display_name":"Universidad de Extremadura","ror":"https://ror.org/0174shg90","country_code":"ES","type":"education","lineage":["https://openalex.org/I80606768"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Juan M. Murillo","raw_affiliation_strings":["University of Extremadura, Caceres, Spain"],"affiliations":[{"raw_affiliation_string":"University of Extremadura, Caceres, Spain","institution_ids":["https://openalex.org/I80606768"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5085351791","display_name":"Javier Berrocal","orcid":"https://orcid.org/0000-0002-1007-2134"},"institutions":[{"id":"https://openalex.org/I80606768","display_name":"Universidad de Extremadura","ror":"https://ror.org/0174shg90","country_code":"ES","type":"education","lineage":["https://openalex.org/I80606768"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Javier Berrocal","raw_affiliation_strings":["University of Extremadura, Caceres, Spain"],"affiliations":[{"raw_affiliation_string":"University of Extremadura, Caceres, Spain","institution_ids":["https://openalex.org/I80606768"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5065267743"],"corresponding_institution_ids":["https://openalex.org/I80606768"],"apc_list":null,"apc_paid":null,"fwci":2.1033,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.88090178,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9968000054359436,"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"}},"topics":[{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9968000054359436,"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/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9950000047683716,"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/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9894999861717224,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/pace","display_name":"Pace","score":0.8050260543823242},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7766923904418945},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.695794403553009},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6000455617904663},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.5283530354499817},{"id":"https://openalex.org/keywords/mobile-device","display_name":"Mobile device","score":0.4785493016242981},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.43212026357650757},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.42080041766166687},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4181285798549652},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.25361379981040955},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.20250803232192993}],"concepts":[{"id":"https://openalex.org/C2777526511","wikidata":"https://www.wikidata.org/wiki/Q691543","display_name":"Pace","level":2,"score":0.8050260543823242},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7766923904418945},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.695794403553009},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6000455617904663},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.5283530354499817},{"id":"https://openalex.org/C186967261","wikidata":"https://www.wikidata.org/wiki/Q5082128","display_name":"Mobile device","level":2,"score":0.4785493016242981},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.43212026357650757},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.42080041766166687},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4181285798549652},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.25361379981040955},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.20250803232192993},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/percomworkshops48775.2020.9156111","is_oa":false,"landing_page_url":"https://doi.org/10.1109/percomworkshops48775.2020.9156111","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W2806060608","https://openalex.org/W2892700141","https://openalex.org/W2898007234","https://openalex.org/W2906253005","https://openalex.org/W2941353772","https://openalex.org/W2952505621","https://openalex.org/W4235518938","https://openalex.org/W6755787930"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W2373151605","https://openalex.org/W2751166006","https://openalex.org/W4224009465","https://openalex.org/W4286629047","https://openalex.org/W4232328639","https://openalex.org/W4306321456","https://openalex.org/W2070531298","https://openalex.org/W4285260836"],"abstract_inverted_index":{"The":[0],"number":[1],"of":[2,4,20,43,84,97,140,142],"Internet":[3],"Things":[5],"(IoT)":[6],"devices":[7,22,38,60,71,90,110,141],"is":[8],"growing":[9],"at":[10],"an":[11],"unstoppable":[12],"pace.":[13],"In":[14],"most":[15],"cases,":[16],"the":[17,41,55,68,73,89,109,143],"proper":[18],"functioning":[19],"these":[21,78],"requires":[23],"human":[24,75],"intervention.":[25],"Due":[26],"to":[27,33,40,53,107,123],"this":[28],"growth,":[29],"people":[30],"will":[31],"have":[32],"configure":[34],"more":[35,37],"and":[36,47,116,130],"leading":[39],"investment":[42],"a":[44,103],"considerable":[45],"effort":[46],"time.":[48],"Nowadays,":[49],"some":[50],"works":[51],"try":[52],"automate":[54],"user":[56],"actions":[57],"with":[58],"IoT":[59],"by":[61,112,137],"using":[62,113],"machine":[63],"learning":[64],"algorithms":[65],"based":[66],"on":[67],"relationships":[69],"among":[70],"or":[72,92],"previous":[74,114,135],"behaviour.":[76],"However,":[77],"proposals":[79],"do":[80],"not":[81],"make":[82],"use":[83],"contextual":[85,117],"information":[86,118],"obtained":[87],"from":[88],"themselves":[91],"they":[93],"employ":[94],"complex":[95],"sets":[96],"prediction":[98],"models.":[99],"This":[100],"paper":[101],"proposes":[102],"neural":[104],"network-based":[105],"solution":[106],"predict":[108],"behaviour":[111],"interactions":[115,126],"as":[119],"input":[120],"variables.":[121],"Thanks":[122],"this,":[124],"device":[125],"can":[127],"be":[128],"predicted":[129],"automated,":[131],"even":[132],"without":[133],"having":[134],"records,":[136],"knowing":[138],"behaviours":[139],"same":[144],"type":[145],"in":[146],"similar":[147],"environment.":[148]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":5}],"updated_date":"2026-04-08T06:01:36.053099","created_date":"2025-10-10T00:00:00"}