{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,21]],"date-time":"2026-07-21T15:10:41Z","timestamp":1784646641474,"version":"3.55.0"},"reference-count":34,"publisher":"Springer Science and Business Media LLC","issue":"6","license":[{"start":{"date-parts":[[2022,9,17]],"date-time":"2022-09-17T00:00:00Z","timestamp":1663372800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0"},{"start":{"date-parts":[[2022,9,17]],"date-time":"2022-09-17T00:00:00Z","timestamp":1663372800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Computing"],"published-print":{"date-parts":[[2023,6]]},"abstract":"<jats:title>Abstract<\/jats:title><jats:p>Nowadays, there are millions of smart devices connected to the Internet. The purpose of these devices is to make people\u2019s lives easier. Thanks to the collaboration among them, the possibilities that the Internet of Things brings can grow exponentially. However, many manufacturers develop closed protocols and devices to protect their market share, limiting in many ways this collaboration. This paper presents a conceptual architecture that improves the proactive collaboration between IoT devices regardless of the protocols developed by their manufacturers. This architecture aims to identify entities in smart environments, describe their features and interfaces, and identify strategies fostering their collaborations. As a result, devices from different manufacturers can communicate to create a collaborative environment in a simple, efficient, and affordable way. This architecture has been evaluated in a real and a simulated environment, to validate its feasibility and efficiency.\n<\/jats:p>","DOI":"10.1007\/s00607-022-01113-1","type":"journal-article","created":{"date-parts":[[2022,9,17]],"date-time":"2022-09-17T14:02:26Z","timestamp":1663423346000},"page":"1141-1164","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":8,"title":["Towards dynamic and heterogeneous social IoT environments"],"prefix":"10.1007","volume":"105","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-2554-2194","authenticated-orcid":false,"given":"Daniel","family":"Flores-Martin","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Javier","family":"Berrocal","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jos\u00e9","family":"Garc\u00eda-Alonso","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Juan M.","family":"Murillo","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2022,9,17]]},"reference":[{"issue":"7","key":"1113_CR1","doi-asserted-by":"publisher","first-page":"1645","DOI":"10.1016\/j.future.2013.01.010","volume":"29","author":"J Gubbi","year":"2013","unstructured":"Gubbi J, Buyya R, Marusic S, Palaniswami M (2013) Internet of things (iot): a vision, architectural elements, and future directions. Futur Gener Comput Syst 29(7):1645\u20131660","journal-title":"Futur Gener Comput Syst"},{"issue":"1","key":"1113_CR2","doi-asserted-by":"publisher","first-page":"72","DOI":"10.1109\/MS.2017.26","volume":"34","author":"A Taivalsaari","year":"2017","unstructured":"Taivalsaari A, Mikkonen T (2017) A roadmap to the programmable world: software challenges in the iot era. IEEE Softw 34(1):72\u201380","journal-title":"IEEE Softw"},{"key":"1113_CR3","doi-asserted-by":"crossref","unstructured":"Pico-Valencia P, Holgado-Terriza JA, Qui\u00f1\u00f3nez-Ku X (2020) A brief survey of the main internet-based approaches: an outlook from the internet of things perspective. In: 2020 3rd International conference on information and computer technologies (ICICT), pp 536\u2013542. IEEE","DOI":"10.1109\/ICICT50521.2020.00091"},{"issue":"10","key":"1113_CR4","doi-asserted-by":"publisher","first-page":"2266","DOI":"10.1016\/j.comnet.2012.12.018","volume":"57","author":"R Roman","year":"2013","unstructured":"Roman R, Zhou J, Lopez J (2013) On the features and challenges of security and privacy in distributed internet of things. Comput Netw 57(10):2266\u20132279","journal-title":"Comput Netw"},{"issue":"2","key":"1113_CR5","doi-asserted-by":"publisher","first-page":"36","DOI":"10.3390\/fi11020036","volume":"11","author":"F Lelli","year":"2019","unstructured":"Lelli F (2019) Interoperability of the time of industry 4.0 and the internet of things. Fut Internet 11(2):36","journal-title":"Fut Internet"},{"issue":"1","key":"1113_CR6","first-page":"37","volume":"19","author":"M Parameswaran","year":"2007","unstructured":"Parameswaran M, Whinston AB (2007) Social computing: an overview. Commun Assoc Inf Syst 19(1):37","journal-title":"Commun Assoc Inf Syst"},{"issue":"1","key":"1113_CR7","doi-asserted-by":"publisher","first-page":"32","DOI":"10.1518\/001872095779049543","volume":"37","author":"MR Endsley","year":"1995","unstructured":"Endsley MR (1995) Toward a theory of situation awareness in dynamic systems. Hum Factors 37(1):32\u201364","journal-title":"Hum Factors"},{"key":"1113_CR8","doi-asserted-by":"crossref","unstructured":"Berrocal J, Garcia-Alonso J, Canal C, Murillo JM (2016) Situational-context: a unified view of everything involved at a particular situation. In: International conference on web engineering. pp 476\u2013483","DOI":"10.1007\/978-3-319-38791-8_34"},{"key":"1113_CR9","unstructured":"Patel KK, Patel SM et al (2016) Internet of things-iot: definition, characteristics, architecture, enabling technologies, application & future challenges. Int J Eng Sci comput 6(5)"},{"issue":"3","key":"1113_CR10","doi-asserted-by":"publisher","first-page":"796","DOI":"10.1007\/s11036-018-1089-9","volume":"24","author":"M Noura","year":"2019","unstructured":"Noura M, Atiquzzaman M, Gaedke M (2019) Interoperability in internet of things: taxonomies and open challenges. Mobile Netw Appl 24(3):796\u2013809","journal-title":"Mobile Netw Appl"},{"key":"1113_CR11","doi-asserted-by":"crossref","unstructured":"Miori V, Russo D, Ferrucci L (2019) Interoperability of home automation systems as a critical challenge for iot. In: 2019 4th International conference on computing, communications and security, ICCCS","DOI":"10.1109\/CCCS.2019.8888125"},{"key":"1113_CR12","doi-asserted-by":"crossref","unstructured":"Elkhodr M, Shahrestani S, Cheung H (2016) The internet of things: new interoperability, management and security challenges. arXiv preprint arXiv:1604.04824","DOI":"10.5121\/ijnsa.2016.8206"},{"key":"1113_CR13","doi-asserted-by":"crossref","unstructured":"Flores-Martin D, M\u00e4kitalo N, Berrocal J, Garc\u00eda-Alonso J, Mikkonen T, Murillo JM (2021) Layered interoperability for collaborative iot applications. In: Future of Information and Communication Conference, pp 192\u2013211. Springer","DOI":"10.1007\/978-3-030-73100-7_15"},{"key":"1113_CR14","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1016\/j.future.2017.10.011","volume":"81","author":"R Morabito","year":"2018","unstructured":"Morabito R, Petrolo R, Loscri V, Mitton N (2018) Legiot: a lightweight edge gateway for the internet of things. Futur Gener Comput Syst 81:1\u201315","journal-title":"Futur Gener Comput Syst"},{"key":"1113_CR15","doi-asserted-by":"crossref","unstructured":"Yacchirema DC, Palau CE, Esteve M (2017) Enable iot interoperability in ambient assisted living: Active and healthy aging scenarios. In: 2017 14th IEEE annual consumer communications & networking conference (CCNC), pp 53\u201358. IEEE","DOI":"10.1109\/CCNC.2017.7983081"},{"key":"1113_CR16","unstructured":"IEEE: IEEE Internet of Things. https:\/\/iot.ieee.org\/. (Accessed on 17\/01\/2022)"},{"key":"1113_CR17","unstructured":"Kaebisch S, Kamiya T, McCool M, Charpenay V (2019) Web of Things (WoT) Thing Description. Candidate recommendation, W3C"},{"issue":"2","key":"1113_CR18","doi-asserted-by":"publisher","first-page":"461","DOI":"10.1109\/JIOT.2016.2587060","volume":"4","author":"AI Maarala","year":"2017","unstructured":"Maarala AI, Su X, Riekki J (2017) Semantic reasoning for context-aware internet of things applications. IEEE Internet Things J 4(2):461\u2013473","journal-title":"IEEE Internet Things J"},{"issue":"7","key":"1113_CR19","doi-asserted-by":"publisher","first-page":"48","DOI":"10.1109\/MCOM.2016.7514163","volume":"54","author":"J Kim","year":"2016","unstructured":"Kim J, Yun J, Choi S-C, Seed DN, Lu G, Bauer M, Al-Hezmi A, Campowsky K, Song J (2016) Standard-based iot platforms interworking: implementation, experiences, and lessons learned. IEEE Commun Mag 54(7):48\u201354","journal-title":"IEEE Commun Mag"},{"key":"1113_CR20","doi-asserted-by":"crossref","unstructured":"Gyrard A, Datta SK, Bonnet C, Boudaoud K (2015) Cross-domain internet of things application development: M3 framework and evaluation. In: 2015 3rd International conference on future Internet of Things and Cloud, pp 9\u201316","DOI":"10.1109\/FiCloud.2015.10"},{"key":"1113_CR21","doi-asserted-by":"crossref","unstructured":"Flores-Martin D, Berrocal J, Garc\u00eda-Alonso J, Murillo JM (2020) Extending w3c thing description to provide support for interactions of things in real-time. In: International conference on web engineering, pp 30\u201341","DOI":"10.1007\/978-3-030-65665-2_4"},{"key":"1113_CR22","doi-asserted-by":"crossref","unstructured":"Rojo J, Flores-Martin D, Garcia-Alonso J, Murillo JM, Berrocal J (2020) Automating the interactions among iot devices using neural networks. In: 2020 IEEE International conference on pervasive computing and communications workshops (PerCom Workshops), pp 1\u20136. IEEE","DOI":"10.1109\/PerComWorkshops48775.2020.9156111"},{"key":"1113_CR23","doi-asserted-by":"publisher","first-page":"100206","DOI":"10.1016\/j.iot.2020.100206","volume":"11","author":"A Rhayem","year":"2020","unstructured":"Rhayem A, Mhiri MBA, Gargouri F (2020) Semantic web technologies for the internet of things: systematic literature review. Internet of Things 11:100206","journal-title":"Internet of Things"},{"key":"1113_CR24","unstructured":"Seeliger A, Pfaff M, Krcmar H (2019) Semantic web technologies for explainable machine learning models: a literature review. PROFILES\/SEMEX@ ISWC 2465, 1\u201316"},{"key":"1113_CR25","doi-asserted-by":"crossref","unstructured":"Seydoux N, Drira K, Hernandez N, Monteil T (2016) Iot-o, a core-domain iot ontology to represent connected devices networks. In: European Knowledge Acquisition Workshop, pp 561\u2013576. Springer","DOI":"10.1007\/978-3-319-49004-5_36"},{"key":"1113_CR26","unstructured":"HTTP vs. MQTT: A tale of two IoT protocols. https:\/\/cloud.google.com\/blog\/products\/iot-devices\/http-vs-mqtt-a-tale-of-two-iot-protocols"},{"key":"1113_CR27","doi-asserted-by":"crossref","unstructured":"Geng D, Gao Q (2019) Semantic web technology and prolog reasoning based task planning mechanism and application in smart home for internet of things. In: 2019 IEEE 9th international conference on electronics information and emergency communication (ICEIEC), pp 1\u20134","DOI":"10.1109\/ICEIEC.2019.8784569"},{"key":"1113_CR28","doi-asserted-by":"publisher","first-page":"636","DOI":"10.1016\/j.scs.2018.01.044","volume":"38","author":"A Iqbal","year":"2018","unstructured":"Iqbal A, Ullah F, Anwar H, Kwak KS, Imran M, Jamal W, ur Rahman A (2018) Interoperable internet-of-things platform for smart home system using web-of-objects and cloud. Sustain Cities Soc 38:636\u2013646","journal-title":"Sustain Cities Soc"},{"key":"1113_CR29","doi-asserted-by":"crossref","unstructured":"de Matos E, Amaral LA, Tiburski RT, Schenfeld MC, de Azevedo DF, Hessel F (2017) A sensing-as-a-service context-aware system for internet of things environments. In: 2017 14th IEEE annual consumer communications & networking conference (CCNC), pp 724\u2013727","DOI":"10.1109\/CCNC.2017.7983223"},{"issue":"5","key":"1113_CR30","doi-asserted-by":"publisher","first-page":"28","DOI":"10.1109\/MIC.2020.3019920","volume":"24","author":"N M\u00e4kitalo","year":"2020","unstructured":"M\u00e4kitalo N, Flores-Martin D, Berrocal J, Garcia-Alonso J, Ihantola P, Ometov A, Murillo JM, Mikkonen T (2020) The internet of bodies needs a human data model. IEEE Internet Comput 24(5):28\u201337","journal-title":"IEEE Internet Comput"},{"key":"1113_CR31","doi-asserted-by":"publisher","first-page":"132302","DOI":"10.1109\/ACCESS.2020.3009783","volume":"8","author":"A Jaleel","year":"2020","unstructured":"Jaleel A, Mahmood T, Hassan MA, Bano G, Khurshid SK (2020) Towards medical data interoperability through collaboration of healthcare devices. IEEE Access 8:132302\u2013132319","journal-title":"IEEE Access"},{"key":"1113_CR32","doi-asserted-by":"publisher","DOI":"10.1155\/2021\/8874988","author":"D Flores-Martin","year":"2021","unstructured":"Flores-Martin D, Rojo J, Moguel E, Berrocal J, Murillo JM (2021) Smart nursing homes: self-management architecture based on iot and machine learning for rural areas. Wireless Commun Mobile Comput. https:\/\/doi.org\/10.1155\/2021\/8874988","journal-title":"Wireless Commun Mobile Comput"},{"issue":"14","key":"1113_CR33","doi-asserted-by":"publisher","first-page":"3076","DOI":"10.3390\/s19143076","volume":"19","author":"S Javaid","year":"2019","unstructured":"Javaid S, Afzal H, Arif F, Iltaf N, Abbas H, Iqbal W (2019) Catswots: context aware trustworthy social web of things system. Sensors 19(14):3076","journal-title":"Sensors"},{"key":"1113_CR34","doi-asserted-by":"publisher","first-page":"106505","DOI":"10.1016\/j.infsof.2020.106505","volume":"132","author":"RM Andrade","year":"2021","unstructured":"Andrade RM, Junior BRA, Oliveira PAM, Maia ME, Viana W, Nogueira TP (2021) Multifaceted infrastructure for self-adaptive iot systems. Inf Softw Technol 132:106505","journal-title":"Inf Softw Technol"}],"container-title":["Computing"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s00607-022-01113-1.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s00607-022-01113-1\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s00607-022-01113-1.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,5,11]],"date-time":"2023-05-11T07:31:26Z","timestamp":1683790286000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s00607-022-01113-1"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,9,17]]},"references-count":34,"journal-issue":{"issue":"6","published-print":{"date-parts":[[2023,6]]}},"alternative-id":["1113"],"URL":"https:\/\/doi.org\/10.1007\/s00607-022-01113-1","relation":{},"ISSN":["0010-485X","1436-5057"],"issn-type":[{"value":"0010-485X","type":"print"},{"value":"1436-5057","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022,9,17]]},"assertion":[{"value":"27 January 2022","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"18 August 2022","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"17 September 2022","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}]}}