{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,13]],"date-time":"2024-09-13T17:52:02Z","timestamp":1726249922159},"publisher-location":"Cham","reference-count":13,"publisher":"Springer Nature Switzerland","isbn-type":[{"type":"print","value":"9783031535024"},{"type":"electronic","value":"9783031535031"}],"license":[{"start":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T00:00:00Z","timestamp":1704067200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T00:00:00Z","timestamp":1704067200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2024]]},"DOI":"10.1007\/978-3-031-53503-1_7","type":"book-chapter","created":{"date-parts":[[2024,2,28]],"date-time":"2024-02-28T19:02:44Z","timestamp":1709146964000},"page":"80-90","update-policy":"http:\/\/dx.doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Consumer Behaviour Timewise Dependencies Investigation by\u00a0Means of\u00a0Transition Graph"],"prefix":"10.1007","author":[{"given":"Anton","family":"Kovantsev","sequence":"first","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2024,2,29]]},"reference":[{"key":"7_CR1","doi-asserted-by":"publisher","unstructured":"Braeutigam, S., Kenning, P.: Individual consumer neuroscience (2022). https:\/\/doi.org\/10.1093\/oso\/9780198789932.003.0007","DOI":"10.1093\/oso\/9780198789932.003.0007"},{"key":"7_CR2","doi-asserted-by":"publisher","unstructured":"Embrechts, P., Kirchner, M.: Hawkes graphs. Theor. Probab. Appl. 62, 132\u2013156 (2018). https:\/\/doi.org\/10.1137\/S0040585X97T988538","DOI":"10.1137\/S0040585X97T988538"},{"key":"7_CR3","doi-asserted-by":"publisher","unstructured":"Fu, C., Zhou, S., Yan, X., Liu, L., Chen, W.: Spatio-temporal characteristics and influencing factors of consumer behavior in retailing centers: a case study of guangzhou in guangdong province. Dili Xuebao\/Acta Geographica Sinica 72, 603\u2013617 (2017). https:\/\/doi.org\/10.11821\/dlxb201704004","DOI":"10.11821\/dlxb201704004"},{"key":"7_CR4","doi-asserted-by":"publisher","unstructured":"Guidotti, R., Gabrielli, L., Monreale, A., Pedreschi, D., Giannotti, F.: Discovering temporal regularities in retail customers\u2019 shopping behavior. EPJ Data Sci. 7, 1\u201326 (2018). https:\/\/doi.org\/10.1140\/epjds\/s13688-018-0133-0","DOI":"10.1140\/epjds\/s13688-018-0133-0"},{"key":"7_CR5","doi-asserted-by":"publisher","unstructured":"Guleva, V., Kovatsev, A., Surikov, A., Chunaev, P., Gornova, G.: Value-based modeling of economic decision making in conditions of unsteady environment. Sci. Tech. J. Inf. Tech. Mech. Opt. 23, 121\u2013135 (2023). https:\/\/doi.org\/10.17586\/2226-1494-2023-23-1-121-135","DOI":"10.17586\/2226-1494-2023-23-1-121-135"},{"key":"7_CR6","doi-asserted-by":"publisher","unstructured":"Hornik, J.: The temporal dimension of shopping behavior. J. Serv. Sci. Manag. 14, 58\u201371 (2021). https:\/\/doi.org\/10.4236\/jssm.2021.141005","DOI":"10.4236\/jssm.2021.141005"},{"key":"7_CR7","doi-asserted-by":"publisher","unstructured":"Li, Z., Zhang, A., Han, F., Zhu, J., Wang, Y.: Worker abnormal behavior recognition based on spatio-temporal graph convolution and attention model. Electronics (Switzerland) 12, 2915 (2023). https:\/\/doi.org\/10.3390\/electronics12132915","DOI":"10.3390\/electronics12132915"},{"key":"7_CR8","doi-asserted-by":"publisher","unstructured":"Luo, L.: Tracking purchase behaviour changes (2020). https:\/\/doi.org\/10.1007\/978-3-030-18289-2_4","DOI":"10.1007\/978-3-030-18289-2_4"},{"key":"7_CR9","doi-asserted-by":"publisher","unstructured":"Morgado, E., Martino, L., Mill\u00e1n-Castillo, R.S.: Universal and automatic elbow detection for learning the effective number of components in model selection problems. Digital Sig. Process. Rev. J. 140, 104103 (2023). https:\/\/doi.org\/10.1016\/j.dsp.2023.104103","DOI":"10.1016\/j.dsp.2023.104103"},{"key":"7_CR10","doi-asserted-by":"publisher","unstructured":"Prusskiy, D., Kovantsev, A., Chunaev, P.: Dynamic transition graph for estimating the predictability of financial and economical processes (2023). https:\/\/doi.org\/10.1007\/978-3-031-21127-0_39","DOI":"10.1007\/978-3-031-21127-0_39"},{"key":"7_CR11","doi-asserted-by":"publisher","DOI":"10.1177\/14705931231175695","author":"V Wells","year":"2023","unstructured":"Wells, V., Carrigan, M., Athwal, N.: Pandemic-driven consumer behaviour: a foraging exploration. Mark. Theory (2023). https:\/\/doi.org\/10.1177\/14705931231175695","journal-title":"Mark. Theory"},{"key":"7_CR12","doi-asserted-by":"publisher","unstructured":"Xu, W., Li, H., Wang, M.: Multi-behavior guided temporal graph attention network for recommendation (2023). https:\/\/doi.org\/10.1007\/978-3-031-33380-4_23","DOI":"10.1007\/978-3-031-33380-4_23"},{"key":"7_CR13","series-title":"Lecture Notes in Computer Science (Lecture Notes in Artificial Intelligence)","doi-asserted-by":"publisher","first-page":"800","DOI":"10.1007\/978-3-540-30133-2_105","volume-title":"Knowledge-Based Intelligent Information and Engineering Systems","author":"K Yada","year":"2004","unstructured":"Yada, K., Motoda, H., Washio, T., Miyawaki, A.: Consumer behavior analysis by graph mining technique. In: Negoita, M.G., Howlett, R.J., Jain, L.C. (eds.) KES 2004. LNCS (LNAI), vol. 3214, pp. 800\u2013806. Springer, Heidelberg (2004). https:\/\/doi.org\/10.1007\/978-3-540-30133-2_105"}],"container-title":["Studies in Computational Intelligence","Complex Networks & Their Applications XII"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-031-53503-1_7","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,2,28]],"date-time":"2024-02-28T19:07:09Z","timestamp":1709147229000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-031-53503-1_7"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024]]},"ISBN":["9783031535024","9783031535031"],"references-count":13,"URL":"https:\/\/doi.org\/10.1007\/978-3-031-53503-1_7","relation":{},"ISSN":["1860-949X","1860-9503"],"issn-type":[{"type":"print","value":"1860-949X"},{"type":"electronic","value":"1860-9503"}],"subject":[],"published":{"date-parts":[[2024]]},"assertion":[{"value":"29 February 2024","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"COMPLEX NETWORKS","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Complex Networks and Their Applications","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Menton","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"France","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2023","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"28 November 2023","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"30 November 2023","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"12","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"iwcna2023","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/www.complexnetworks.org\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}