{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,31]],"date-time":"2026-01-31T11:56:32Z","timestamp":1769860592580,"version":"3.49.0"},"publisher-location":"Singapore","reference-count":21,"publisher":"Springer Nature Singapore","isbn-type":[{"value":"9789819557189","type":"print"},{"value":"9789819557196","type":"electronic"}],"license":[{"start":{"date-parts":[[2026,1,1]],"date-time":"2026-01-01T00:00:00Z","timestamp":1767225600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2026,1,1]],"date-time":"2026-01-01T00:00:00Z","timestamp":1767225600000},"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":[[2026]]},"DOI":"10.1007\/978-981-95-5719-6_30","type":"book-chapter","created":{"date-parts":[[2026,1,29]],"date-time":"2026-01-29T20:34:18Z","timestamp":1769718858000},"page":"471-485","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["DED: Integrating Degree Entropy and\u00a0Dynamic Delay Mechanisms for\u00a0Influence Maximization in\u00a0Multilayer Networks"],"prefix":"10.1007","author":[{"given":"Zhongxia","family":"Li","sequence":"first","affiliation":[]},{"given":"Weidong","family":"Chen","sequence":"additional","affiliation":[]},{"given":"Yao","family":"Chen","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2026,1,30]]},"reference":[{"key":"30_CR1","doi-asserted-by":"crossref","unstructured":"Borgs, C., Brautbar, M., Chayes, J., Lucier, B.: Maximizing social influence in nearly optimal time. In: Proceedings of the Twenty-Fifth Annual ACM-SIAM Symposium on Discrete Algorithms, pp. 946\u2013957. SIAM (2014)","DOI":"10.1137\/1.9781611973402.70"},{"issue":"2","key":"30_CR2","doi-asserted-by":"publisher","first-page":"1011","DOI":"10.1007\/s10115-023-01983-7","volume":"66","author":"A Bouyer","year":"2024","unstructured":"Bouyer, A., Mohammadi, M., Arasteh, B.: Identifying influential nodes based on new layer metrics and layer weighting in multiplex networks. Knowl. Inf. Syst. 66(2), 1011\u20131035 (2024)","journal-title":"Knowl. Inf. Syst."},{"key":"30_CR3","doi-asserted-by":"crossref","unstructured":"Chen, W., Wang, Y., Yang, S.: Efficient influence maximization in social networks. In: Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, pp. 199\u2013208 (2009)","DOI":"10.1145\/1557019.1557047"},{"key":"30_CR4","doi-asserted-by":"crossref","unstructured":"Cheng, S., Shen, H., Huang, J., Zhang, G., Cheng, X.: StaticGreedy: solving the scalability-accuracy dilemma in influence maximization. In: Proceedings of the 22nd ACM International Conference on Information & Knowledge Management, pp. 509\u2013518 (2013)","DOI":"10.1145\/2505515.2505541"},{"key":"30_CR5","doi-asserted-by":"publisher","first-page":"109916","DOI":"10.1016\/j.comnet.2023.109916","volume":"234","author":"CR Chowdary","year":"2023","unstructured":"Chowdary, C.R., et al.: K++ shell: influence maximization in multilayer networks using community detection. Comput. Netw. 234, 109916 (2023)","journal-title":"Comput. Netw."},{"key":"30_CR6","doi-asserted-by":"crossref","unstructured":"Domingos, P., Richardson, M.: Mining the network value of customers. In: Proceedings of the Seventh ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, pp. 57\u201366 (2001)","DOI":"10.1145\/502512.502525"},{"issue":"2","key":"30_CR7","doi-asserted-by":"publisher","first-page":"242","DOI":"10.3390\/e22020242","volume":"22","author":"C Guo","year":"2020","unstructured":"Guo, C., Yang, L., Chen, X., Chen, D., Gao, H., Ma, J.: Influential nodes identification in complex networks via information entropy. Entropy 22(2), 242 (2020)","journal-title":"Entropy"},{"key":"30_CR8","doi-asserted-by":"crossref","unstructured":"Katukuri, M., Jagarapu, M., et al.: CIM: clique-based heuristic for finding influential nodes in multilayer networks. Appl. Intell. 52(5), 5173\u20135184 (2022)","DOI":"10.1007\/s10489-021-02656-0"},{"key":"30_CR9","doi-asserted-by":"crossref","unstructured":"Kempe, D., Kleinberg, J., Tardos, \u00c9.: Maximizing the spread of influence through a social network. In: Proceedings of the ninth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, pp. 137\u2013146 (2003)","DOI":"10.1145\/956750.956769"},{"issue":"3","key":"30_CR10","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.: Multilayer networks. J. Complex. Netw. 2(3), 203\u2013271 (2014)","journal-title":"J. Complex. Netw."},{"issue":"2","key":"30_CR11","doi-asserted-by":"publisher","first-page":"418","DOI":"10.1109\/TCSS.2018.2813262","volume":"5","author":"A Kuhnle","year":"2018","unstructured":"Kuhnle, A., Alim, M.A., Li, X., Zhang, H., Thai, M.T.: Multiplex influence maximization in online social networks with heterogeneous diffusion models. IEEE Trans. Comput. Soc. Syst. 5(2), 418\u2013429 (2018)","journal-title":"IEEE Trans. Comput. Soc. Syst."},{"key":"30_CR12","doi-asserted-by":"crossref","unstructured":"Leskovec, J., Krause, A., Guestrin, C., Faloutsos, C., VanBriesen, J., Glance, N.: Cost-effective outbreak detection in networks. In: Proceedings of the 13th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, pp. 420\u2013429 (2007)","DOI":"10.1145\/1281192.1281239"},{"key":"30_CR13","doi-asserted-by":"publisher","first-page":"43","DOI":"10.1016\/j.knosys.2013.01.005","volume":"43","author":"Y Li","year":"2013","unstructured":"Li, Y., Ma, S., Zhang, Y., Huang, R., et al.: An improved mix framework for opinion leader identification in online learning communities. Knowl. Based Syst. 43, 43\u201351 (2013)","journal-title":"Knowl. Based Syst."},{"key":"30_CR14","doi-asserted-by":"crossref","unstructured":"McAuley, J.J., da\u00a0Fontoura\u00a0Costa, L., Caetano, T.S.: Rich-club phenomenon across complex network hierarchies. Appl. Phys. Lett. 91(8) (2007)","DOI":"10.1063\/1.2773951"},{"issue":"6","key":"30_CR15","doi-asserted-by":"publisher","first-page":"066117","DOI":"10.1103\/PhysRevE.63.066117","volume":"63","author":"R Pastor-Satorras","year":"2001","unstructured":"Pastor-Satorras, R., Vespignani, A.: Epidemic dynamics and endemic states in complex networks. Phys. Rev. E 63(6), 066117 (2001)","journal-title":"Phys. Rev. E"},{"key":"30_CR16","doi-asserted-by":"publisher","first-page":"17","DOI":"10.1016\/j.jnca.2018.01.005","volume":"106","author":"S Peng","year":"2018","unstructured":"Peng, S., Zhou, Y., Cao, L., Yu, S., Niu, J., Jia, W.: Influence analysis in social networks: a survey. J. Netw. Comput. Appl. 106, 17\u201332 (2018)","journal-title":"J. Netw. Comput. Appl."},{"issue":"11","key":"30_CR17","doi-asserted-by":"publisher","first-page":"614","DOI":"10.3390\/e19110614","volume":"19","author":"T Qiao","year":"2017","unstructured":"Qiao, T., Shan, W., Zhou, C.: How to identify the most powerful node in complex networks? A novel entropy centrality approach. Entropy 19(11), 614 (2017)","journal-title":"Entropy"},{"key":"30_CR18","doi-asserted-by":"publisher","first-page":"578","DOI":"10.1016\/j.ins.2022.07.103","volume":"609","author":"KV Rao","year":"2022","unstructured":"Rao, K.V., Chowdary, C.R.: CBIM: Community-based influence maximization in multilayer networks. Inf. Sci. 609, 578\u2013594 (2022)","journal-title":"Inf. Sci."},{"key":"30_CR19","doi-asserted-by":"publisher","first-page":"102466","DOI":"10.1016\/j.is.2024.102466","volume":"127","author":"S Wang","year":"2025","unstructured":"Wang, S., Liu, W., Chen, L., Zong, S.: Influence maximization based on discrete particle swarm optimization on multilayer network. Inf. Syst. 127, 102466 (2025)","journal-title":"Inf. Syst."},{"key":"30_CR20","doi-asserted-by":"publisher","first-page":"105580","DOI":"10.1016\/j.knosys.2020.105580","volume":"194","author":"A Zareie","year":"2020","unstructured":"Zareie, A., Sheikhahmadi, A., Jalili, M., Fasaei, M.S.K.: Finding influential nodes in social networks based on neighborhood correlation coefficient. Knowl. Based Syst. 194, 105580 (2020)","journal-title":"Knowl. Based Syst."},{"key":"30_CR21","doi-asserted-by":"crossref","unstructured":"Zhang, S.S., Xie, M., Liu, C., Zhan, X.X.: Influence maximization in multilayer networks based on adaptive coupling degree. Chaos Interdiscip. J. Nonlinear. Sci. 35(3) (2025)","DOI":"10.1063\/5.0256704"}],"container-title":["Lecture Notes in Computer Science","Web and Big Data"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-981-95-5719-6_30","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,1,29]],"date-time":"2026-01-29T20:34:23Z","timestamp":1769718863000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-981-95-5719-6_30"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026]]},"ISBN":["9789819557189","9789819557196"],"references-count":21,"URL":"https:\/\/doi.org\/10.1007\/978-981-95-5719-6_30","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026]]},"assertion":[{"value":"30 January 2026","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"APWeb-WAIM","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Asia-Pacific Web (APWeb) and Web-Age Information Management (WAIM) Joint International Conference on Web and Big Data","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Shenyang","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"China","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2025","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"28 August 2025","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"30 August 2025","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"9","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"apwebwaim2025","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/apweb2025.sau.edu.cn\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}