{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,18]],"date-time":"2026-06-18T10:00:52Z","timestamp":1781776852076,"version":"3.54.5"},"reference-count":21,"publisher":"Wiley","issue":"1","license":[{"start":{"date-parts":[[2024,11,4]],"date-time":"2024-11-04T00:00:00Z","timestamp":1730678400000},"content-version":"vor","delay-in-days":308,"URL":"http:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"DOI":"10.13039\/501100017630","name":"Humanities and Social Sciences Youth Foundation, Ministry of Education","doi-asserted-by":"publisher","award":["24YJCZH079"],"award-info":[{"award-number":["24YJCZH079"]}],"id":[{"id":"10.13039\/501100017630","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100010211","name":"Education Department of Jilin Province","doi-asserted-by":"publisher","award":["JJKH20230856SK"],"award-info":[{"award-number":["JJKH20230856SK"]}],"id":[{"id":"10.13039\/501100010211","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100012294","name":"National Social Science Fund Youth Project","doi-asserted-by":"publisher","award":["22CTQ026"],"award-info":[{"award-number":["22CTQ026"]}],"id":[{"id":"10.13039\/501100012294","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["onlinelibrary.wiley.com"],"crossmark-restriction":true},"short-container-title":["International Journal of Intelligent Systems"],"published-print":{"date-parts":[[2024,1]]},"abstract":"<jats:p>Users\u2019 online activities serve as a mirror, reflecting their unique personas, affiliations, interests, and hobbies within the real world. Network information dissemination is inherently targeted, as users actively seek information to facilitate precise and swift communication. Delving into the nuances of information propagation on the Internet holds immense potential for facilitating commercial endeavors such as targeted advertising, personalized product recommendations, and insightful consumer behavior analyses. Recognizing that the intensity of information transmission diminishes with the proliferation of competing messages, increased transmission distances, and the passage of time, this paper draws inspiration from the concept of heat attenuation to formulate an innovative information propagation model. This model simulates the \u201cheat index\u201d of each node in the transmission process, thereby capturing the dynamic nature of information flow. Extensive experiments, bolstered by comparative analyses of multiple datasets and relevant algorithms, validate the correctness, feasibility, and efficiency of our proposed algorithm. Notably, our approach demonstrates remarkable accuracy and stability, underscoring its potential for real\u2010world applications.<\/jats:p>","DOI":"10.1155\/2024\/2103945","type":"journal-article","created":{"date-parts":[[2024,11,4]],"date-time":"2024-11-04T18:20:41Z","timestamp":1730744441000},"update-policy":"https:\/\/doi.org\/10.1002\/crossmark_policy","source":"Crossref","is-referenced-by-count":3,"title":["Construction of the Information Dissemination Model and Calculation of User Influence Based on Attenuation Coefficient"],"prefix":"10.1155","volume":"2024","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-7069-0367","authenticated-orcid":false,"given":"Lin","family":"Guo","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Su","family":"Zhang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Xiaoying","family":"Liu","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"311","published-online":{"date-parts":[[2024,11,4]]},"reference":[{"key":"e_1_2_11_1_2","doi-asserted-by":"publisher","DOI":"10.1002\/rnc.4771"},{"key":"e_1_2_11_2_2","doi-asserted-by":"publisher","DOI":"10.1155\/2020\/2376451"},{"key":"e_1_2_11_3_2","doi-asserted-by":"publisher","DOI":"10.1142\/s0129183123500912"},{"key":"e_1_2_11_4_2","doi-asserted-by":"crossref","unstructured":"RohiniA.andSudalaimuthuT. Machine Learning Based Analysis of Influence Propagation on Social Network With Time Series Analysis Proceedings of the 2020 Fourth International Conference on Inventive Systems and Control (ICISC) January 2020 Coimbatore India IEEE.","DOI":"10.1109\/ICISC47916.2020.9171217"},{"key":"e_1_2_11_5_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.future.2017.07.059"},{"key":"e_1_2_11_6_2","doi-asserted-by":"crossref","unstructured":"SunY. BarberR. andGuptaM. Co-Author Relationship Prediction in Heterogeneous Bibliographic Networks Proceedings of the International Conference on Advances in Social Networks Analysis and Mining July 2011 Kaohsiung Taiwan 121\u2013128.","DOI":"10.1109\/ASONAM.2011.112"},{"key":"e_1_2_11_7_2","unstructured":"RozenshteinP. TattiN. andGionisA. Inferring the Strength of Social Ties: A Community-Driven Approach 2019 https:\/\/arxiv.org\/abs\/1902.01832."},{"key":"e_1_2_11_8_2","doi-asserted-by":"crossref","unstructured":"LiX. KaoC. andRenZ. Spectral Clustering in Heterogeneous Information Networks Proceedings of the 33rd AAAI Conference on Artificial Intelligence January 2019 Honolulu HI USA.","DOI":"10.1609\/aaai.v33i01.33014221"},{"key":"e_1_2_11_9_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.scs.2020.102177"},{"key":"e_1_2_11_10_2","doi-asserted-by":"publisher","DOI":"10.1109\/tfuzz.2019.2910714"},{"key":"e_1_2_11_11_2","doi-asserted-by":"publisher","DOI":"10.1109\/tcyb.2018.2860284"},{"key":"e_1_2_11_12_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.csda.2020.107052"},{"key":"e_1_2_11_13_2","doi-asserted-by":"publisher","DOI":"10.1109\/tem.2021.3131855"},{"key":"e_1_2_11_14_2","doi-asserted-by":"crossref","unstructured":"JiC. GaoA. LiuS. andDuanW. Mean-Field Multi-Agent Reinforcement Learning for UAV Assisted Secure Data Dissemination Proceedings of the 023 IEEE Globecom Workshops (GC Wkshps) March 2023 Kuala Lumpur Malaysia 908\u2013913 https:\/\/doi.org\/10.1109\/gcwkshps58843.2023.10464585.","DOI":"10.1109\/GCWkshps58843.2023.10464585"},{"key":"e_1_2_11_15_2","doi-asserted-by":"crossref","unstructured":"LanT. LiX. GaoY. andYuanJ. An Effective Approach for Rumor Detection Based on ERNIE-BiGRU-Attention Proceedings of the 2022 2nd International Conference on Consumer Electronics and Computer Engineering (ICCECE) January 2022 Guangzhou China 859\u2013862.","DOI":"10.1109\/ICCECE54139.2022.9712700"},{"key":"e_1_2_11_16_2","doi-asserted-by":"publisher","DOI":"10.3390\/app13042748"},{"key":"e_1_2_11_17_2","doi-asserted-by":"crossref","unstructured":"ArchambaultD. PurchaseH. C. andPinaudB. Difference Map Readability for Dynamic Graphs Lecture Notes in Computer Science Proceedings of the International Symposium on Graph Drawing September 2010 Berlin Germany 50\u201361 https:\/\/doi.org\/10.1007\/978-3-642-18469-7_5 2-s2.0-79952261554.","DOI":"10.1007\/978-3-642-18469-7_5"},{"key":"e_1_2_11_18_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.physa.2019.02.005"},{"key":"e_1_2_11_19_2","first-page":"1","article-title":"Information Diffusion Predictive Model Using Radiation Transfer","volume":"99","author":"Suwaidan L. A.","year":"2017","journal-title":"IEEE Access"},{"key":"e_1_2_11_20_2","doi-asserted-by":"publisher","DOI":"10.1049\/iet-sen.2015.0033"},{"key":"e_1_2_11_21_2","doi-asserted-by":"publisher","DOI":"10.1057\/jors.2014.103"}],"container-title":["International Journal of Intelligent Systems"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/onlinelibrary.wiley.com\/doi\/pdf\/10.1155\/2024\/2103945","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,11,4]],"date-time":"2024-11-04T18:20:45Z","timestamp":1730744445000},"score":1,"resource":{"primary":{"URL":"https:\/\/onlinelibrary.wiley.com\/doi\/10.1155\/2024\/2103945"}},"subtitle":[],"editor":[{"given":"Mohamadreza (Mohammad)","family":"Khosravi","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"editor"}]}],"short-title":[],"issued":{"date-parts":[[2024,1]]},"references-count":21,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2024,1]]}},"alternative-id":["10.1155\/2024\/2103945"],"URL":"https:\/\/doi.org\/10.1155\/2024\/2103945","archive":["Portico"],"relation":{},"ISSN":["0884-8173","1098-111X"],"issn-type":[{"value":"0884-8173","type":"print"},{"value":"1098-111X","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024,1]]},"assertion":[{"value":"2023-12-30","order":0,"name":"received","label":"Received","group":{"name":"publication_history","label":"Publication History"}},{"value":"2024-10-24","order":2,"name":"accepted","label":"Accepted","group":{"name":"publication_history","label":"Publication History"}},{"value":"2024-11-04","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}],"article-number":"2103945"}}