{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,7,11]],"date-time":"2025-07-11T10:21:51Z","timestamp":1752229311316,"version":"3.40.3"},"publisher-location":"Singapore","reference-count":27,"publisher":"Springer Nature Singapore","isbn-type":[{"type":"print","value":"9789819730759"},{"type":"electronic","value":"9789819730766"}],"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\/978-981-97-3076-6_1","type":"book-chapter","created":{"date-parts":[[2024,5,27]],"date-time":"2024-05-27T23:02:21Z","timestamp":1716850941000},"page":"5-20","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":3,"title":["Time Series Network Analysis for\u00a0Profit Dynamics in\u00a0Pre-owned Luxury Goods Market Based on\u00a0Network Motifs"],"prefix":"10.1007","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-3089-5696","authenticated-orcid":false,"given":"Tengfei","family":"Shao","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7112-5036","authenticated-orcid":false,"given":"Yuya","family":"Ieiri","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0005-3537-2626","authenticated-orcid":false,"given":"Shingo","family":"Takahashi","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2024,5,28]]},"reference":[{"key":"1_CR1","doi-asserted-by":"publisher","first-page":"147","DOI":"10.1016\/j.jbusres.2016.11.009","volume":"77","author":"H Gurzki","year":"2017","unstructured":"Gurzki, H., Woisetschlager, D.M.: Mapping the luxury research landscape: a bibliometric citation analysis. J. Bus. Res. 77, 147\u2013166 (2017)","journal-title":"J. Bus. Res."},{"key":"1_CR2","doi-asserted-by":"publisher","first-page":"233","DOI":"10.1007\/s11301-018-00152-3","volume":"69","author":"F Aliyev","year":"2019","unstructured":"Aliyev, F., Urkmez, T., Wagner, R.: A comprehensive look at luxury brand marketing research from 2000 to 2016: a bibliometric study and content analysis. Manag. Rev. Q. 69, 233\u2013264 (2019)","journal-title":"Manag. Rev. Q."},{"issue":"5","key":"1_CR3","doi-asserted-by":"publisher","first-page":"1338","DOI":"10.1108\/IJPPM-02-2021-0079","volume":"72","author":"B Bindi","year":"2023","unstructured":"Bindi, B., Bandinelli, R., Fani, V., Pero, M.E.P.: Supply chain strategy in the luxury fashion industry: impacts on performance indicators. Int. J. Prod. Perform. Manag. 72(5), 1338\u20131367 (2023)","journal-title":"Int. J. Prod. Perform. Manag."},{"issue":"2","key":"1_CR4","doi-asserted-by":"publisher","first-page":"8","DOI":"10.1016\/S1441-3582(04)70094-4","volume":"12","author":"CM Webster","year":"2004","unstructured":"Webster, C.M., Morrison, P.D.: Network analysis in marketing. Australas. Mark. J. (AMJ) 12(2), 8\u201318 (2004)","journal-title":"Australas. Mark. J. (AMJ)"},{"issue":"8","key":"1_CR5","doi-asserted-by":"publisher","first-page":"7403","DOI":"10.1016\/j.eswa.2012.01.066","volume":"39","author":"HK Kim","year":"2012","unstructured":"Kim, H.K., Kim, J.K., Chen, Q.Y.: A product network analysis for extending the market basket analysis. Expert Syst. Appl. 39(8), 7403\u20137410 (2012)","journal-title":"Expert Syst. Appl."},{"issue":"3","key":"1_CR6","doi-asserted-by":"publisher","first-page":"207","DOI":"10.1057\/s41270-021-00143-6","volume":"10","author":"D Schiessl","year":"2022","unstructured":"Schiessl, D., Dias, H.B.A., Korelo, J.C.: Artificial intelligence in marketing: a network analysis and future agenda. J. Mark. Anal. 10(3), 207\u2013218 (2022)","journal-title":"J. Mark. Anal."},{"issue":"21","key":"1_CR7","first-page":"439","volume":"15","author":"A Kuzmin","year":"2017","unstructured":"Kuzmin, A., Bykov, V., Kazaryan, M., Danko, T., Sekerin, V.: Market of luxury goods and sales forecasting using the network analysis. Int. J. Appl. Bus. Econ. Res. 15(21), 439\u2013450 (2017)","journal-title":"Int. J. Appl. Bus. Econ. Res."},{"key":"1_CR8","doi-asserted-by":"crossref","unstructured":"Feng, Y., Luo, J.: When do luxury cars hit the road? Findings by a big data approach. In: 2016 IEEE International Conference on Big Data (Big Data). IEEE (2016)","DOI":"10.1109\/BigData.2016.7840884"},{"issue":"1","key":"1_CR9","doi-asserted-by":"publisher","first-page":"322","DOI":"10.1109\/TCSS.2022.3140779","volume":"10","author":"R Doshi","year":"2022","unstructured":"Doshi, R., Ramesh, A., Rao, S.: Modeling influencer marketing campaigns in social networks. IEEE Trans. Comput. Soc. Syst. 10(1), 322\u2013334 (2022)","journal-title":"IEEE Trans. Comput. Soc. Syst."},{"key":"1_CR10","doi-asserted-by":"publisher","first-page":"441","DOI":"10.1016\/j.jbusres.2020.01.058","volume":"116","author":"TU Thomsen","year":"2020","unstructured":"Thomsen, T.U., Holmqvist, J., von Wallpach, S., et al.: Conceptualizing unconventional luxury. J. Bus. Res. 116, 441\u2013445 (2020)","journal-title":"J. Bus. Res."},{"issue":"1","key":"1_CR11","doi-asserted-by":"publisher","first-page":"57","DOI":"10.1108\/JPBM-05-2014-0603","volume":"24","author":"LLM Turunen","year":"2015","unstructured":"Turunen, L.L.M., Leipamaa-Leskinen, H.: Pre-loved luxury: identifying the meanings of second-hand luxury possessions. J. Prod. Brand Manag. 24(1), 57\u201365 (2015)","journal-title":"J. Prod. Brand Manag."},{"issue":"4","key":"1_CR12","doi-asserted-by":"publisher","first-page":"447","DOI":"10.2752\/175174108X346931","volume":"12","author":"ND Beard","year":"2008","unstructured":"Beard, N.D.: The branding of ethical fashion and the consumer: a luxury niche or mass-market reality? Fash. Theory 12(4), 447\u2013467 (2008)","journal-title":"Fash. Theory"},{"key":"1_CR13","series-title":"Lecture Notes in Networks and Systems","doi-asserted-by":"publisher","first-page":"438","DOI":"10.1007\/978-3-031-04829-6_39","volume-title":"Information Systems and Technologies","author":"T Shao","year":"2022","unstructured":"Shao, T., Teraoka, F., Ishizaki, K., Hishiyama, R.: Discovering multiple clusters of second-hand luxury goods for profit improvement using network motif. In: Rocha, A., Adeli, H., Dzemyda, G., Moreira, F. (eds.) WorldCIST 2022. LNCS, vol. 470, pp. 438\u2013448. Springer, Cham (2022). https:\/\/doi.org\/10.1007\/978-3-031-04829-6_39"},{"key":"1_CR14","doi-asserted-by":"crossref","unstructured":"Knoke, D., Yang, S.: Social Network Analysis. SAGE Publications (2019)","DOI":"10.4135\/9781506389332"},{"issue":"4","key":"1_CR15","doi-asserted-by":"publisher","first-page":"2516","DOI":"10.1137\/20M1361602","volume":"20","author":"AC Schwarze","year":"2021","unstructured":"Schwarze, A.C., Porter, M.A.: Motifs for processes on networks. SIAM J. Appl. Dyn. Syst. 20(4), 2516\u20132557 (2021)","journal-title":"SIAM J. Appl. Dyn. Syst."},{"issue":"10","key":"1_CR16","doi-asserted-by":"publisher","first-page":"1640","DOI":"10.1587\/transinf.2020EDP7258","volume":"104","author":"T Shao","year":"2021","unstructured":"Shao, T., Ieiri, Y., Hishiyama, R.: Discovering multiple clusters of sightseeing spots to improve tourist satisfaction using network motifs. IEICE Trans. Inf. Syst. 104(10), 1640\u20131650 (2021)","journal-title":"IEICE Trans. Inf. Syst."},{"key":"1_CR17","doi-asserted-by":"crossref","unstructured":"Silva, V.F., Freitas, V., et al.: Novel features for time series analysis: a complex networks approach. In: Data Mining and Knowledge Discovery, vol. 36, no. 3, pp. 1062\u20131101 (2022)","DOI":"10.1007\/s10618-022-00826-3"},{"key":"1_CR18","doi-asserted-by":"crossref","unstructured":"Silva, V.F., Silva, M.E., Ribeiro, P., Silva, F.: Time series analysis via network science: concepts and algorithms. In: Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery, vol. 11, no. 3, p. e1404 (2021)","DOI":"10.1002\/widm.1404"},{"key":"1_CR19","doi-asserted-by":"crossref","unstructured":"Newman, M.E., Girvan, M.: Finding and evaluating community structure in networks. Phys. Rev. E 69(2), 026113.1\u2013026113.15 (2004)","DOI":"10.1103\/PhysRevE.69.026113"},{"key":"1_CR20","doi-asserted-by":"crossref","unstructured":"Husein, A.M., Setiawan, D., Kolose Sumangunsong, A.R., Simatupang, A., Yasmin, S.A.: Combination Grouping Techniques and Association Rules For Marketing Analysis based Customer Segmentation. SinkrOn (2022)","DOI":"10.33395\/sinkron.v7i3.11571"},{"key":"1_CR21","doi-asserted-by":"crossref","unstructured":"Li, Z., et al.: Energy Storage Charging Pile Management Based on Internet of Things Technology for Electric Vehicles. Processes (2023)","DOI":"10.3390\/pr11051561"},{"key":"1_CR22","doi-asserted-by":"crossref","unstructured":"Newman, M.E.: Fast algorithm for detecting community structure in networks. Phys. Rev. E 69(6), 066133.1\u2013066133.5 (2004)","DOI":"10.1103\/PhysRevE.69.066133"},{"key":"1_CR23","unstructured":"Kapferer, J.-N., Bastien, V.: The Luxury Strategy: Break the Rules of Marketing to Build Luxury Brands. Kogan Page (2009)"},{"key":"1_CR24","series-title":"Studies in Computational Intelligence","doi-asserted-by":"publisher","first-page":"115","DOI":"10.1007\/978-3-319-72150-7_37","volume-title":"Complex Networks and Their Applications VI","author":"Z Ning","year":"2018","unstructured":"Ning, Z., Liu, L., Yu, S., Xia, F.: Detection of four-node motif in complex networks. In: Cherifi, C., Cherifi, H., Karsai, M., Musolesi, M. (eds.) COMPLEX NETWORKS 2017. sCI, vol. 689, pp. 115\u2013126. Springer, Cham (2018). https:\/\/doi.org\/10.1007\/978-3-319-72150-7_37"},{"key":"1_CR25","doi-asserted-by":"crossref","unstructured":"Jiang, J., et al.: Analyzing online transaction networks with network motifs. In: Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, pp. 3098\u20133106. ACM (2022)","DOI":"10.1145\/3534678.3539096"},{"key":"1_CR26","doi-asserted-by":"publisher","DOI":"10.1002\/9781119199168","volume-title":"Luxury Brand Management: A World of Privilege","author":"M Chevalier","year":"2012","unstructured":"Chevalier, M., Mazzalovo, G.: Luxury Brand Management: A World of Privilege. Wiley, Hoboken (2012)"},{"key":"1_CR27","first-page":"433","volume":"112","author":"T Wagner","year":"2020","unstructured":"Wagner, T., Hennigs, N., Siebels, A.: The impact of economic crises on consumer behavior in the luxury segment. J. Bus. Res. 112, 433\u2013440 (2020)","journal-title":"J. Bus. Res."}],"container-title":["Lecture Notes in Computer Science","New Frontiers in Artificial Intelligence"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-981-97-3076-6_1","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,5,27]],"date-time":"2024-05-27T23:07:11Z","timestamp":1716851231000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-981-97-3076-6_1"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024]]},"ISBN":["9789819730759","9789819730766"],"references-count":27,"URL":"https:\/\/doi.org\/10.1007\/978-981-97-3076-6_1","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2024]]},"assertion":[{"value":"28 May 2024","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"JSAI-isAI","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"JSAI International Symposium on Artificial Intelligence","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Hamamatsu","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Japan","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2024","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"28 May 2024","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"29 May 2024","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"16","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"jsai2024","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/www.ai-gakkai.or.jp\/isai\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}