{"id":"https://openalex.org/W4376055787","doi":"https://doi.org/10.1145/3584202.3584302","title":"From Simulation to Digital Twins, the Case of Internet of Things Research and Tools","display_name":"From Simulation to Digital Twins, the Case of Internet of Things Research and Tools","publication_year":2022,"publication_date":"2022-12-15","ids":{"openalex":"https://openalex.org/W4376055787","doi":"https://doi.org/10.1145/3584202.3584302"},"language":"en","primary_location":{"id":"doi:10.1145/3584202.3584302","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3584202.3584302","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 6th International Conference on Future Networks &amp; Distributed Systems","raw_type":"proceedings-article"},"type":"conference-paper","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/A5068234432","display_name":"Hamza Ngadi","orcid":"https://orcid.org/0000-0002-3213-4535"},"institutions":[{"id":"https://openalex.org/I161929037","display_name":"Universit\u00e9 de Bretagne Occidentale","ror":"https://ror.org/01b8h3982","country_code":"FR","type":"education","lineage":["https://openalex.org/I161929037"]},{"id":"https://openalex.org/I4210123702","display_name":"Laboratoire des Sciences et Techniques de l\u2019Information de la Communication et de la Connaissance","ror":"https://ror.org/0266kfd37","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I180375564","https://openalex.org/I201181511","https://openalex.org/I205703379","https://openalex.org/I2802204017","https://openalex.org/I4210123702","https://openalex.org/I4210127572","https://openalex.org/I4210145102","https://openalex.org/I4210148559","https://openalex.org/I4210159245","https://openalex.org/I4405260085"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Hamza Ngadi","raw_affiliation_strings":["Lab STICC Laboratory, University of Brest, France"],"raw_orcid":"https://orcid.org/0000-0002-3213-4535","affiliations":[{"raw_affiliation_string":"Lab STICC Laboratory, University of Brest, France","institution_ids":["https://openalex.org/I161929037","https://openalex.org/I4210123702"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079720434","display_name":"Ahc\u00e8ne Bounceur","orcid":"https://orcid.org/0000-0002-0043-7742"},"institutions":[{"id":"https://openalex.org/I161929037","display_name":"Universit\u00e9 de Bretagne Occidentale","ror":"https://ror.org/01b8h3982","country_code":"FR","type":"education","lineage":["https://openalex.org/I161929037"]},{"id":"https://openalex.org/I4210123702","display_name":"Laboratoire des Sciences et Techniques de l\u2019Information de la Communication et de la Connaissance","ror":"https://ror.org/0266kfd37","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I180375564","https://openalex.org/I201181511","https://openalex.org/I205703379","https://openalex.org/I2802204017","https://openalex.org/I4210123702","https://openalex.org/I4210127572","https://openalex.org/I4210145102","https://openalex.org/I4210148559","https://openalex.org/I4210159245","https://openalex.org/I4405260085"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Ahcene Bounceur","raw_affiliation_strings":["Lab STICC Laboratory, University of Brest, France"],"raw_orcid":"https://orcid.org/0000-0002-0043-7742","affiliations":[{"raw_affiliation_string":"Lab STICC Laboratory, University of Brest, France","institution_ids":["https://openalex.org/I161929037","https://openalex.org/I4210123702"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089637331","display_name":"Mohammad Hammoudeh","orcid":"https://orcid.org/0000-0003-1058-0996"},"institutions":[{"id":"https://openalex.org/I134085113","display_name":"King Fahd University of Petroleum and Minerals","ror":"https://ror.org/03yez3163","country_code":"SA","type":"education","lineage":["https://openalex.org/I134085113"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Mohammad Hammoudeh","raw_affiliation_strings":["Information and Computer Science Department, King Fahd University of Petroleum and Minerals, Saudi Arabia"],"raw_orcid":"https://orcid.org/0000-0003-1058-0996","affiliations":[{"raw_affiliation_string":"Information and Computer Science Department, King Fahd University of Petroleum and Minerals, Saudi Arabia","institution_ids":["https://openalex.org/I134085113"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045704925","display_name":"Samir Ouchani","orcid":"https://orcid.org/0000-0002-7997-8225"},"institutions":[{"id":"https://openalex.org/I4210155362","display_name":"Centre d'Etudes Superieures Industrielles","ror":"https://ror.org/04f87d812","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210155362"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Samir Ouchani","raw_affiliation_strings":["LINEACT Laboratory, CESI Engineer School, France"],"raw_orcid":"https://orcid.org/0000-0002-7997-8225","affiliations":[{"raw_affiliation_string":"LINEACT Laboratory, CESI Engineer School, France","institution_ids":["https://openalex.org/I4210155362"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053405998","display_name":"Madani Bezoui","orcid":"https://orcid.org/0000-0001-6930-1088"},"institutions":[{"id":"https://openalex.org/I4210155362","display_name":"Centre d'Etudes Superieures Industrielles","ror":"https://ror.org/04f87d812","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210155362"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Madani Bezoui","raw_affiliation_strings":["LINEACT Laboratory, CESI Engineer School, France"],"raw_orcid":"https://orcid.org/0000-0001-6930-1088","affiliations":[{"raw_affiliation_string":"LINEACT Laboratory, CESI Engineer School, France","institution_ids":["https://openalex.org/I4210155362"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070912266","display_name":"Reinhardt Euler","orcid":"https://orcid.org/0000-0002-4294-286X"},"institutions":[{"id":"https://openalex.org/I161929037","display_name":"Universit\u00e9 de Bretagne Occidentale","ror":"https://ror.org/01b8h3982","country_code":"FR","type":"education","lineage":["https://openalex.org/I161929037"]},{"id":"https://openalex.org/I4210123702","display_name":"Laboratoire des Sciences et Techniques de l\u2019Information de la Communication et de la Connaissance","ror":"https://ror.org/0266kfd37","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I180375564","https://openalex.org/I201181511","https://openalex.org/I205703379","https://openalex.org/I2802204017","https://openalex.org/I4210123702","https://openalex.org/I4210127572","https://openalex.org/I4210145102","https://openalex.org/I4210148559","https://openalex.org/I4210159245","https://openalex.org/I4405260085"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Reinhardt Euler","raw_affiliation_strings":["Lab STICC Laboratory, University of Brest, France"],"raw_orcid":"https://orcid.org/0000-0002-4294-286X","affiliations":[{"raw_affiliation_string":"Lab STICC Laboratory, University of Brest, France","institution_ids":["https://openalex.org/I161929037","https://openalex.org/I4210123702"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5006883497","display_name":"Abdelkader Laouid","orcid":"https://orcid.org/0000-0002-8175-8467"},"institutions":[{"id":"https://openalex.org/I4210154551","display_name":"Centre Hospitalo-Universitaire Bab El Oued","ror":"https://ror.org/05qf3bt68","country_code":"DZ","type":"healthcare","lineage":["https://openalex.org/I4210154551"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Abdelkader Laouid","raw_affiliation_strings":["LIAP Laboratory, University of El Oued, Algeria"],"raw_orcid":"https://orcid.org/0000-0002-8175-8467","affiliations":[{"raw_affiliation_string":"LIAP Laboratory, University of El Oued, Algeria","institution_ids":["https://openalex.org/I4210154551"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"657","last_page":"666"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9882000088691711,"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":0.9882000088691711,"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/T10763","display_name":"Digital Transformation in Industry","score":0.9803000092506409,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/T11891","display_name":"Big Data and Business Intelligence","score":0.972599983215332,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6395052075386047},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.5244631767272949},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.5194936990737915},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.35232192277908325},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3431259095668793}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6395052075386047},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.5244631767272949},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.5194936990737915},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.35232192277908325},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3431259095668793}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3584202.3584302","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3584202.3584302","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 6th International Conference on Future Networks &amp; Distributed Systems","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-04370957v1","is_oa":false,"landing_page_url":"https://hal.science/hal-04370957","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ICFNDS '22: The 6th International Conference on Future Networks & Distributed Systems, 2022, Tashkent TAS Uzbekistan, France. pp.657-666, &#x27E8;10.1145/3584202.3584302&#x27E9;","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","score":0.6499999761581421,"id":"https://metadata.un.org/sdg/11"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":49,"referenced_works":["https://openalex.org/W1427129504","https://openalex.org/W1639380191","https://openalex.org/W1643556782","https://openalex.org/W1915890841","https://openalex.org/W1971631312","https://openalex.org/W1973906278","https://openalex.org/W1980728863","https://openalex.org/W2029123245","https://openalex.org/W2051519042","https://openalex.org/W2058401212","https://openalex.org/W2081998410","https://openalex.org/W2082735202","https://openalex.org/W2088218707","https://openalex.org/W2138107380","https://openalex.org/W2150480532","https://openalex.org/W2316468512","https://openalex.org/W2383441672","https://openalex.org/W2535944585","https://openalex.org/W2552804020","https://openalex.org/W2605416593","https://openalex.org/W2757819956","https://openalex.org/W2765386572","https://openalex.org/W2786202644","https://openalex.org/W2791912798","https://openalex.org/W2794326922","https://openalex.org/W2796563332","https://openalex.org/W2798518492","https://openalex.org/W2808171379","https://openalex.org/W2810403243","https://openalex.org/W2945119254","https://openalex.org/W2956306724","https://openalex.org/W2982936646","https://openalex.org/W3010809631","https://openalex.org/W3012259108","https://openalex.org/W3015778711","https://openalex.org/W3036600965","https://openalex.org/W3038569561","https://openalex.org/W3041898643","https://openalex.org/W3088584775","https://openalex.org/W3097973207","https://openalex.org/W3151333197","https://openalex.org/W3174530134","https://openalex.org/W3202197864","https://openalex.org/W3202850144","https://openalex.org/W3203169923","https://openalex.org/W3204080202","https://openalex.org/W3205137522","https://openalex.org/W3212683316","https://openalex.org/W4213443727"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W4245926026","https://openalex.org/W4311097251","https://openalex.org/W2586548817","https://openalex.org/W2390279801","https://openalex.org/W2625093826","https://openalex.org/W2950174689","https://openalex.org/W2358668433","https://openalex.org/W4200598720"],"abstract_inverted_index":{"The":[0],"digitalisation":[1],"of":[2,23],"the":[3,52,61,82,92],"environment":[4],"surrounding":[5],"human":[6],"beings":[7],"in":[8,44,88],"their":[9],"daily":[10],"life":[11],"is":[12,47,66],"a":[13,75],"major":[14],"challenge":[15],"facing":[16],"today\u2019s":[17,89],"technological":[18],"progress.":[19],"Building":[20],"digital":[21,45,69,84],"replicas":[22],"humans":[24],"and":[25,37,63,97],"systems":[26],"help":[27],"us":[28],"to":[29,33,38,51],"understand":[30],"our":[31],"environment,":[32],"anticipate":[34],"its":[35,41],"variations":[36],"better":[39],"explain":[40],"behaviour.":[42],"Research":[43],"twins":[46,70],"continuously":[48],"developing":[49],"due":[50],"various":[53],"benefits":[54],"it":[55],"offers.":[56],"This":[57],"paper":[58],"describes":[59],"how":[60],"simulation":[62],"modelling":[64],"community":[65],"switching":[67],"towards":[68],"using":[71],"smart":[72],"cities":[73],"as":[74],"use":[76],"case":[77],"scenario.":[78],"It":[79],"also":[80],"reviews":[81],"common":[83],"twin-enabling":[85],"tools":[86],"used":[87],"research.":[90],"Finally,":[91],"key":[93],"research":[94],"trends,":[95],"challenges":[96],"future":[98],"directions":[99],"are":[100],"given.":[101]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}
