{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,2,13]],"date-time":"2024-02-13T19:25:19Z","timestamp":1707852319596},"reference-count":17,"publisher":"Springer Science and Business Media LLC","issue":"1","license":[{"start":{"date-parts":[[2020,5,2]],"date-time":"2020-05-02T00:00:00Z","timestamp":1588377600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0"},{"start":{"date-parts":[[2020,5,2]],"date-time":"2020-05-02T00:00:00Z","timestamp":1588377600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0"}],"funder":[{"DOI":"10.13039\/100010661","name":"Horizon 2020 Framework Programme","doi-asserted-by":"publisher","award":["727040"],"id":[{"id":"10.13039\/100010661","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Inf Syst Front"],"published-print":{"date-parts":[[2021,2]]},"abstract":"Abstract<\/jats:title>We present a methodology integrating social media data, data from qualitative research and network analysis. Qualitative insights gained from ethnographic fieldwork are used to collect and annotate social network data, and social media data is used as part of the ethnography to identify relevant actors and topics. The methodology is presented in the context of an analysis of the Internet of Things in the European context.<\/jats:p>","DOI":"10.1007\/s10796-020-10008-5","type":"journal-article","created":{"date-parts":[[2020,5,2]],"date-time":"2020-05-02T01:03:41Z","timestamp":1588381421000},"page":"135-149","update-policy":"http:\/\/dx.doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":10,"title":["A Twitter-Based Study of the European Internet of Things"],"prefix":"10.1007","volume":"23","author":[{"given":"Funda","family":"Ustek-Spilda","sequence":"first","affiliation":[]},{"given":"Davide","family":"Vega","sequence":"additional","affiliation":[]},{"given":"Matteo","family":"Magnani","sequence":"additional","affiliation":[]},{"given":"Luca","family":"Rossi","sequence":"additional","affiliation":[]},{"given":"Irina","family":"Shklovski","sequence":"additional","affiliation":[]},{"given":"Sebastian","family":"Lehuede","sequence":"additional","affiliation":[]},{"given":"Alison","family":"Powell","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2020,5,2]]},"reference":[{"key":"10008_CR1","volume-title":"The social construction of technological systems","author":"WE Bijker","year":"1987","unstructured":"Bijker, W.E., Hughes, T.P., & Pinch, T. (1987). The social construction of technological systems. Cambridge: MIT Press."},{"key":"10008_CR2","first-page":"993","volume":"3","author":"DM Blei","year":"2003","unstructured":"Blei, D.M., Ng, A.Y., & Jordan, M.I. (2003). Latent dirichlet allocation. The Journal of Machine Learning Research, 3, 993\u20131022. http:\/\/dl.acm.org\/citation.cfm?id=944919.944937.","journal-title":"The Journal of Machine Learning Research"},{"issue":"8","key":"10008_CR3","doi-asserted-by":"publisher","first-page":"171747","DOI":"10.1098\/rsos.171747","volume":"5","author":"P Br\u00f3dka","year":"2018","unstructured":"Br\u00f3dka, P, Chmiel, A., Magnani, M., & Ragozini, G. (2018). Quantifying layer similarity in multiplex networks: a systematic study. Royal Society open science, 5(8), 171747.","journal-title":"Royal Society open science"},{"key":"10008_CR4","doi-asserted-by":"publisher","DOI":"10.1017\/CBO9781139941907","volume-title":"Multilayer social networks","author":"ME Dickison","year":"2016","unstructured":"Dickison, M.E., Magnani, M., & Rossi, L. (2016). Multilayer social networks. Cambridge: Cambridge University Press."},{"key":"10008_CR5","doi-asserted-by":"publisher","unstructured":"Fritsch, E., Shklovski, I., & Douglas-Jones, R. (2018). Calling for a revolution: An analysis of IoT manifestos. In Proceedings of the 2018 CHI conference on human factors in computing systems. https:\/\/doi.org\/10.1145\/3173574.3173876 (pp. 1\u201313 ).","DOI":"10.1145\/3173574.3173876"},{"key":"10008_CR6","unstructured":"Hanteer, O., Rossi, L., D\u2019Aurelio, D.V., & Magnani, M. (2018). From interaction to participation: the role of the imagined audience in social media community detection and an application to political communication on twitter. In ASONAM (pp. 531\u2013534): IEEE Computer Society."},{"issue":"1","key":"10008_CR7","doi-asserted-by":"publisher","first-page":"14","DOI":"10.1080\/1369118X.2016.1154087","volume":"20","author":"R Kitchin","year":"2017","unstructured":"Kitchin, R. (2017). Thinking critically about and researching algorithms. Information, Communication & Society, 20(1), 14\u201329.","journal-title":"Information, Communication & Society"},{"issue":"3","key":"10008_CR8","doi-asserted-by":"publisher","first-page":"203","DOI":"10.1093\/comnet\/cnu016","volume":"2","author":"M Kivel\u00e4","year":"2014","unstructured":"Kivel\u00e4, M, Arenas, A., Barthelemy, M., Gleeson, J.P., Moreno, Y., & Porter, M.A. (2014). Multilayer networks. Journal of Complex Networks, 2(3), 203\u2013271. https:\/\/doi.org\/10.1093\/comnet\/cnu016.","journal-title":"Journal of Complex Networks"},{"issue":"1","key":"10008_CR9","doi-asserted-by":"publisher","first-page":"85","DOI":"10.1177\/0306312710380301","volume":"41","author":"MP de La Bellacasa","year":"2011","unstructured":"de La Bellacasa, M.P. (2011). Matters of care in technoscience: Assembling neglected things. Social Studies of Science, 41(1), 85\u2013106.","journal-title":"Social Studies of Science"},{"issue":"2","key":"10008_CR10","doi-asserted-by":"publisher","first-page":"225","DOI":"10.1086\/421123","volume":"30","author":"B Latour","year":"2004","unstructured":"Latour, B. (2004). Why has critique run out of steam? from matters of fact to matters of concern. Critical inquiry, 30(2), 225\u2013248.","journal-title":"Critical inquiry"},{"key":"10008_CR11","volume-title":"From realpolitik to dingpolitik. Making things public: Atmospheres of democracy","author":"B Latour","year":"2005","unstructured":"Latour, B. (2005). From realpolitik to dingpolitik. Making things public: Atmospheres of democracy. Cambridge: MIT Press."},{"key":"10008_CR12","unstructured":"Magnani, M., & Rossi, L. (2011). The ML-model for multi layer network analysis. In IEEE international conference on advances in social network analysis and mining. Los Alamitos: IEEE Computer Society."},{"issue":"4","key":"10008_CR13","doi-asserted-by":"publisher","first-page":"507","DOI":"10.1093\/comnet\/cnv005","volume":"3","author":"R Noldus","year":"2015","unstructured":"Noldus, R., & Van Mieghem, P. (2015). Assortativity in complex networks. Journal of Complex Networks, 3 (4), 507\u2013542.","journal-title":"Journal of Complex Networks"},{"issue":"4","key":"10008_CR14","doi-asserted-by":"publisher","first-page":"513","DOI":"10.1093\/ccc\/tcy023","volume":"11","author":"AB Powell","year":"2018","unstructured":"Powell, A.B. (2018). Moral orders in contribution cultures. Communication Culture & Critique, 11(4), 513\u2013529.","journal-title":"Communication Culture & Critique"},{"key":"10008_CR15","unstructured":"Tehrani, N.A., Magnani, M., Afsarmanesh, N., & Magnani, M. (2018). Partial and overlapping community detection in multiplex social networks. In Social informatics. Lecture notes in computer science, (Vol. 11186 pp. 15\u201328): Springer."},{"key":"10008_CR16","unstructured":"Ustek-Spilda, F., Powell, A., Shklovski, I., & Lehuede, S. (2019). Peril v. promise: Io-t and the ethical imaginaries. In CHI\u201919 Workshop Proceedings. arXiv:1906.10378."},{"issue":"1","key":"10008_CR17","doi-asserted-by":"publisher","first-page":"25:1","DOI":"10.1007\/s41109-018-0082-3","volume":"3","author":"D Vega","year":"2018","unstructured":"Vega, D., & Magnani, M. (2018). Foundations of temporal text networks. Applied Network Science, 3(1), 25:1\u201325:26.","journal-title":"Applied Network Science"}],"container-title":["Information Systems Frontiers"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s10796-020-10008-5.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s10796-020-10008-5\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s10796-020-10008-5.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,5,3]],"date-time":"2021-05-03T17:06:06Z","timestamp":1620061566000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s10796-020-10008-5"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,5,2]]},"references-count":17,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2021,2]]}},"alternative-id":["10008"],"URL":"https:\/\/doi.org\/10.1007\/s10796-020-10008-5","relation":{},"ISSN":["1387-3326","1572-9419"],"issn-type":[{"value":"1387-3326","type":"print"},{"value":"1572-9419","type":"electronic"}],"subject":[],"published":{"date-parts":[[2020,5,2]]},"assertion":[{"value":"2 May 2020","order":1,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}]}}