{"id":"https://openalex.org/W4391167051","doi":"https://doi.org/10.3390/jtaer19010010","title":"The Future of Electronic Commerce in the IoT Environment","display_name":"The Future of Electronic Commerce in the IoT Environment","publication_year":2024,"publication_date":"2024-01-24","ids":{"openalex":"https://openalex.org/W4391167051","doi":"https://doi.org/10.3390/jtaer19010010"},"language":"en","primary_location":{"id":"doi:10.3390/jtaer19010010","is_oa":true,"landing_page_url":"https://doi.org/10.3390/jtaer19010010","pdf_url":"https://www.mdpi.com/0718-1876/19/1/10/pdf?version=1706069264","source":{"id":"https://openalex.org/S27967161","display_name":"Journal of theoretical and applied electronic commerce research","issn_l":"0718-1876","issn":["0718-1876"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Theoretical and Applied Electronic Commerce Research","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/0718-1876/19/1/10/pdf?version=1706069264","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5021135888","display_name":"Antonina Lazi\u0107","orcid":null},"institutions":[{"id":"https://openalex.org/I4068193","display_name":"University of Belgrade","ror":"https://ror.org/02qsmb048","country_code":"RS","type":"education","lineage":["https://openalex.org/I4068193"]}],"countries":["RS"],"is_corresponding":false,"raw_author_name":"Antonina Lazi\u0107","raw_affiliation_strings":["Faculty of Organizational Science, University of Belgrade, 11000 Belgrade, Serbia"],"affiliations":[{"raw_affiliation_string":"Faculty of Organizational Science, University of Belgrade, 11000 Belgrade, Serbia","institution_ids":["https://openalex.org/I4068193"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003179701","display_name":"Sa\u0161a Mili\u0107","orcid":"https://orcid.org/0000-0001-5757-3430"},"institutions":[{"id":"https://openalex.org/I4210120853","display_name":"Univerzitet Union Nikola Tesla","ror":"https://ror.org/02kgjn162","country_code":"RS","type":"education","lineage":["https://openalex.org/I4210120853"]}],"countries":["RS"],"is_corresponding":true,"raw_author_name":"Sa\u0161a Mili\u0107","raw_affiliation_strings":["Faculty of Diplomacy and Security, University \u201cUnion\u2014Nikola Tesla\u201d, 11000 Belgrade, Serbia"],"affiliations":[{"raw_affiliation_string":"Faculty of Diplomacy and Security, University \u201cUnion\u2014Nikola Tesla\u201d, 11000 Belgrade, Serbia","institution_ids":["https://openalex.org/I4210120853"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5052803011","display_name":"Dragan Vukmirovi\u0107","orcid":"https://orcid.org/0000-0003-0248-016X"},"institutions":[{"id":"https://openalex.org/I4068193","display_name":"University of Belgrade","ror":"https://ror.org/02qsmb048","country_code":"RS","type":"education","lineage":["https://openalex.org/I4068193"]}],"countries":["RS"],"is_corresponding":false,"raw_author_name":"Dragan Vukmirovi\u0107","raw_affiliation_strings":["Faculty of Organizational Science, University of Belgrade, 11000 Belgrade, Serbia"],"affiliations":[{"raw_affiliation_string":"Faculty of Organizational Science, University of Belgrade, 11000 Belgrade, Serbia","institution_ids":["https://openalex.org/I4068193"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5003179701"],"corresponding_institution_ids":["https://openalex.org/I4210120853"],"apc_list":{"value":1000,"currency":"CHF","value_usd":1082},"apc_paid":{"value":1000,"currency":"CHF","value_usd":1082},"fwci":13.2135,"has_fulltext":true,"cited_by_count":19,"citation_normalized_percentile":{"value":0.98792189,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"19","issue":"1","first_page":"172","last_page":"187"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14139","display_name":"E-commerce and Technology Innovations","score":0.9973000288009644,"subfield":{"id":"https://openalex.org/subfields/1403","display_name":"Business and International Management"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T14139","display_name":"E-commerce and Technology Innovations","score":0.9973000288009644,"subfield":{"id":"https://openalex.org/subfields/1403","display_name":"Business and International Management"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10609","display_name":"Digital Marketing and Social Media","score":0.9864000082015991,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11536","display_name":"Consumer Retail Behavior Studies","score":0.9754999876022339,"subfield":{"id":"https://openalex.org/subfields/1406","display_name":"Marketing"},"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/internet-of-things","display_name":"Internet of Things","score":0.694383442401886},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6136847734451294},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.42842933535575867},{"id":"https://openalex.org/keywords/e-commerce","display_name":"E-commerce","score":0.41535454988479614},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.36612769961357117},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.36402565240859985},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.3428955078125}],"concepts":[{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.694383442401886},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6136847734451294},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.42842933535575867},{"id":"https://openalex.org/C78597825","wikidata":"https://www.wikidata.org/wiki/Q484847","display_name":"E-commerce","level":2,"score":0.41535454988479614},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.36612769961357117},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.36402565240859985},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.3428955078125}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3390/jtaer19010010","is_oa":true,"landing_page_url":"https://doi.org/10.3390/jtaer19010010","pdf_url":"https://www.mdpi.com/0718-1876/19/1/10/pdf?version=1706069264","source":{"id":"https://openalex.org/S27967161","display_name":"Journal of theoretical and applied electronic commerce research","issn_l":"0718-1876","issn":["0718-1876"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Theoretical and Applied Electronic Commerce Research","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:aa3f7653c02b4edd87f8a7b943d6b6dd","is_oa":true,"landing_page_url":"https://doaj.org/article/aa3f7653c02b4edd87f8a7b943d6b6dd","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Journal of Theoretical and Applied Electronic Commerce Research, Vol 19, Iss 1, Pp 172-187 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/jtaer19010010","is_oa":true,"landing_page_url":"https://doi.org/10.3390/jtaer19010010","pdf_url":"https://www.mdpi.com/0718-1876/19/1/10/pdf?version=1706069264","source":{"id":"https://openalex.org/S27967161","display_name":"Journal of theoretical and applied electronic commerce research","issn_l":"0718-1876","issn":["0718-1876"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Theoretical and Applied Electronic Commerce Research","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.6800000071525574,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4391167051.pdf"},"referenced_works_count":58,"referenced_works":["https://openalex.org/W1984403493","https://openalex.org/W2016814418","https://openalex.org/W2031176346","https://openalex.org/W2081627995","https://openalex.org/W2148885430","https://openalex.org/W2519635852","https://openalex.org/W2742724868","https://openalex.org/W2743044306","https://openalex.org/W2745218386","https://openalex.org/W2763057957","https://openalex.org/W2776244219","https://openalex.org/W2804907169","https://openalex.org/W2913834335","https://openalex.org/W2946896694","https://openalex.org/W2970053908","https://openalex.org/W2979042488","https://openalex.org/W2979826702","https://openalex.org/W2982011652","https://openalex.org/W3013264602","https://openalex.org/W3023881809","https://openalex.org/W3033252662","https://openalex.org/W3034119023","https://openalex.org/W3086290744","https://openalex.org/W3127569961","https://openalex.org/W3134873999","https://openalex.org/W3147423475","https://openalex.org/W3160282818","https://openalex.org/W3162161377","https://openalex.org/W3162728894","https://openalex.org/W3174143294","https://openalex.org/W3190879248","https://openalex.org/W3195227828","https://openalex.org/W3204149100","https://openalex.org/W3205172848","https://openalex.org/W4205936864","https://openalex.org/W4213046464","https://openalex.org/W4214481909","https://openalex.org/W4220796693","https://openalex.org/W4223608520","https://openalex.org/W4223642990","https://openalex.org/W4225867574","https://openalex.org/W4248375863","https://openalex.org/W4284891439","https://openalex.org/W4284896366","https://openalex.org/W4285795935","https://openalex.org/W4294955982","https://openalex.org/W4303578829","https://openalex.org/W4306377811","https://openalex.org/W4307261374","https://openalex.org/W4307764936","https://openalex.org/W4312692298","https://openalex.org/W4315778741","https://openalex.org/W4318698602","https://openalex.org/W4319264248","https://openalex.org/W4322722834","https://openalex.org/W4385885462","https://openalex.org/W6769668559","https://openalex.org/W6790876524"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W4311097251","https://openalex.org/W4245926026","https://openalex.org/W2586548817","https://openalex.org/W2625093826","https://openalex.org/W2950174689","https://openalex.org/W4200598720","https://openalex.org/W2921026492","https://openalex.org/W3107196699","https://openalex.org/W4230995856"],"abstract_inverted_index":{"The":[0,98,111,157],"Internet":[1],"of":[2,10,19,52,117,126,178],"Things":[3],"(IoT)":[4],"was":[5],"born":[6],"from":[7,149],"the":[8,17,26,37,50,57,69,124,147,201],"fusion":[9],"virtual":[11],"and":[12,15,31,46,74,95,120,134,170,212],"physical":[13],"space":[14],"became":[16],"initiator":[18],"many":[20],"scientific":[21],"fields.":[22],"Economic":[23],"sustainability":[24],"is":[25,40,101,115],"key":[27],"to":[28,42,48,152],"further":[29],"development":[30],"progress.":[32],"To":[33],"keep":[34],"up":[35],"with":[36],"changes,":[38],"it":[39],"necessary":[41],"adapt":[43],"economic":[44,66,132],"models":[45,213],"concepts":[47],"meet":[49],"requirements":[51],"future":[53],"smart":[54],"environments.":[55],"Today,":[56],"need":[58],"for":[59,164,194,198],"electronic":[60],"commerce":[61],"(e-commerce)":[62],"has":[63],"become":[64],"an":[65],"priority":[67],"during":[68],"transition":[70,148],"between":[71],"Industry":[72,75,81,86],"4.0":[73],"5.0.":[76],"Unlike":[77],"mass":[78],"production":[79,84],"in":[80,85,92,105,129,216],"4.0,":[82],"customized":[83],"5.0":[87],"should":[88],"gain":[89],"additional":[90],"benefits":[91],"vertical":[93,108,112,154],"management":[94],"decision-making":[96],"concepts.":[97],"authors\u2019":[99],"research":[100],"focused":[102],"on":[103,200],"e-commerce":[104,155,167],"a":[106,139,150,153,165],"three-layer":[107],"IoT":[109,113],"environment.":[110],"concept":[114],"composed":[116,177],"edge,":[118],"fog,":[119],"cloud":[121],"layers.":[122],"Given":[123],"ubiquity":[125],"artificial":[127],"intelligence":[128],"data":[130],"processing,":[131],"analysis,":[133],"predictions,":[135],"this":[136],"paper":[137],"presents":[138],"few":[140,166],"state-of-the-art":[141],"machine":[142],"learning":[143,192],"(ML)":[144],"algorithms":[145,163,174,197],"facilitating":[146],"flat":[151],"concept.":[156],"authors":[158],"also":[159],"propose":[160],"hands-on":[161],"ML":[162],"types:":[168],"consumer\u2013consumer":[169],"consumer\u2013company\u2013consumer":[171],"relationships.":[172],"These":[173],"are":[175,214],"mainly":[176],"convolutional":[179],"neural":[180],"networks":[181],"(CNNs),":[182],"natural":[183],"language":[184],"understanding":[185],"(NLU),":[186],"sequential":[187],"pattern":[188],"mining":[189],"(SPM),":[190],"reinforcement":[191],"(RL":[193],"agent":[195],"training),":[196],"clicking":[199],"item":[202],"prediction,":[203],"consumer":[204],"behavior":[205],"learning,":[206],"etc.":[207],"All":[208],"presented":[209],"concepts,":[210],"algorithms,":[211],"described":[215],"detail.":[217]},"counts_by_year":[{"year":2025,"cited_by_count":12},{"year":2024,"cited_by_count":7}],"updated_date":"2026-03-18T14:38:29.013473","created_date":"2025-10-10T00:00:00"}
