{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,11,6]],"date-time":"2026-11-06T11:41:51Z","timestamp":1793965311514,"version":"4.8.0"},"publisher-location":"Singapore","reference-count":30,"publisher":"Springer Nature Singapore","isbn-type":[{"value":"9789819772346","type":"print"},{"value":"9789819772353","type":"electronic"}],"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\/978-981-97-7235-3_10","type":"book-chapter","created":{"date-parts":[[2024,8,27]],"date-time":"2024-08-27T17:02:38Z","timestamp":1724778158000},"page":"144-160","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["Noise-Resistant Graph Neural Networks for\u00a0Session-Based Recommendation"],"prefix":"10.1007","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-7686-9288","authenticated-orcid":false,"given":"Qi","family":"Wang","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0004-1324-2102","authenticated-orcid":false,"given":"Anbiao","family":"Wu","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0247-9866","authenticated-orcid":false,"given":"Ye","family":"Yuan","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3373-7060","authenticated-orcid":false,"given":"Yishu","family":"Wang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Guangqing","family":"Zhong","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Xuefeng","family":"Gao","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Chenghu","family":"Yang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2024,8,28]]},"reference":[{"key":"10_CR1","doi-asserted-by":"crossref","unstructured":"Chen, J., Zhu, G., Hou, H., Yuan, C., Huang, Y.: Autogsr: Neural architecture search for graph-based session recommendation. In: Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, pp. 1694\u20131704 (2022)","DOI":"10.1145\/3477495.3531940"},{"key":"10_CR2","doi-asserted-by":"crossref","unstructured":"Chen, T., Wong, R.C.W.: Handling information loss of graph neural networks for session-based recommendation. In: Proceedings of the 26th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, pp. 1172\u20131180 (2020)","DOI":"10.1145\/3394486.3403170"},{"key":"10_CR3","doi-asserted-by":"crossref","unstructured":"Gao, T., Yao, X., Chen, D.: Simcse: Simple contrastive learning of sentence embeddings. arXiv preprint arXiv:2104.08821 (2021)","DOI":"10.18653\/v1\/2021.emnlp-main.552"},{"key":"10_CR4","unstructured":"Hidasi, B., Karatzoglou, A., Baltrunas, L., Tikk, D.: Session-based recommendations with recurrent neural networks. arXiv preprint arXiv:1511.06939 (2015)"},{"key":"10_CR5","doi-asserted-by":"crossref","unstructured":"Li, A., Cheng, Z., Liu, F., Gao, Z., Guan, W., Peng, Y.: Disentangled graph neural networks for session-based recommendation. IEEE Trans. Knowl. Data Eng. (2022)","DOI":"10.1109\/TKDE.2022.3208782"},{"key":"10_CR6","doi-asserted-by":"crossref","unstructured":"Li, J., Ren, P., Chen, Z., Ren, Z., Lian, T., Ma, J.: Neural attentive session-based recommendation. In: Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, pp. 1419\u20131428 (2017)","DOI":"10.1145\/3132847.3132926"},{"key":"10_CR7","unstructured":"Li, S., Wang, X., Zhang, A., Wu, Y., He, X., Chua, T.S.: Let invariant rationale discovery inspire graph contrastive learning. In: International Conference on Machine Learning, pp. 13052\u201313065. PMLR (2022)"},{"key":"10_CR8","doi-asserted-by":"crossref","unstructured":"Liu, Q., Zeng, Y., Mokhosi, R., Zhang, H.: Stamp: short-term attention\/memory priority model for session-based recommendation. In: Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, pp. 1831\u20131839 (2018)","DOI":"10.1145\/3219819.3219950"},{"key":"10_CR9","unstructured":"Oord, A.v.d., Li, Y., Vinyals, O.: Representation learning with contrastive predictive coding. arXiv preprint arXiv:1807.03748 (2018)"},{"key":"10_CR10","doi-asserted-by":"crossref","unstructured":"Pan, Z., Cai, F., Chen, W., Chen, H., De\u00a0Rijke, M.: Star graph neural networks for session-based recommendation. In: Proceedings of the 29th ACM International Conference on Information & Knowledge Management, pp. 1195\u20131204 (2020)","DOI":"10.1145\/3340531.3412014"},{"key":"10_CR11","doi-asserted-by":"crossref","unstructured":"Ren, P., Chen, Z., Li, J., Ren, Z., Ma, J., De\u00a0Rijke, M.: Repeatnet: A repeat aware neural recommendation machine for session-based recommendation. In: Proceedings of the AAAI Conference on Artificial Intelligence, pp. 4806\u20134813 (2019)","DOI":"10.1609\/aaai.v33i01.33014806"},{"key":"10_CR12","doi-asserted-by":"crossref","unstructured":"Rendle, S., Freudenthaler, C., Schmidt-Thieme, L.: Factorizing personalized markov chains for next-basket recommendation. In: Proceedings of the 19th International conference on World Wide Web, pp. 811\u2013820 (2010)","DOI":"10.1145\/1772690.1772773"},{"key":"10_CR13","doi-asserted-by":"crossref","unstructured":"Sarwar, B., Karypis, G., Konstan, J., Riedl, J.: Item-based collaborative filtering recommendation algorithms. In: Proceedings of the 10th International Conference on World Wide Web, pp. 285\u2013295 (2001)","DOI":"10.1145\/371920.372071"},{"key":"10_CR14","doi-asserted-by":"crossref","unstructured":"Tan, Y.K., Xu, X., Liu, Y.: Improved recurrent neural networks for session-based recommendations. In: Proceedings of the 1st Workshop on Deep Learning for Recommender Systems, pp. 17\u201322 (2016)","DOI":"10.1145\/2988450.2988452"},{"key":"10_CR15","doi-asserted-by":"crossref","unstructured":"Wang, J., Ding, K., Zhu, Z., Caverlee, J.: Session-based recommendation with hypergraph attention networks. In: Proceedings of the 2021 SIAM International Conference on Data Mining (SDM), pp. 82\u201390. SIAM (2021)","DOI":"10.1137\/1.9781611976700.10"},{"key":"10_CR16","doi-asserted-by":"crossref","unstructured":"Wang, L., Xu, X., Ouyang, K., Duan, H., Lu, Y., Zheng, H.T.: Self-supervised dual-channel attentive network for session-based social recommendation. In: 2022 IEEE 38th International Conference on Data Engineering (ICDE), pp. 2034\u20132045. IEEE (2022)","DOI":"10.1109\/ICDE53745.2022.00198"},{"issue":"7","key":"10_CR17","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1145\/3465401","volume":"54","author":"S Wang","year":"2021","unstructured":"Wang, S., Cao, L., Wang, Y., Sheng, Q.Z., Orgun, M.A., Lian, D.: A survey on session-based recommender systems. ACM Comput. Surv. (CSUR) 54(7), 1\u201338 (2021)","journal-title":"ACM Comput. Surv. (CSUR)"},{"key":"10_CR18","doi-asserted-by":"crossref","unstructured":"Wang, Z., Wei, W., Cong, G., Li, X.L., Mao, X.L., Qiu, M.: Global context enhanced graph neural networks for session-based recommendation. In: Proceedings of the 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval, pp. 169\u2013178 (2020)","DOI":"10.1145\/3397271.3401142"},{"key":"10_CR19","doi-asserted-by":"crossref","unstructured":"Wu, J., Wang, X., Feng, F., He, X., Chen, L., Lian, J., Xie, X.: Self-supervised graph learning for recommendation. In: Proceedings of the 44th international ACM SIGIR Conference on Research and Development in Information Retrieval, pp. 726\u2013735 (2021)","DOI":"10.1145\/3404835.3462862"},{"key":"10_CR20","doi-asserted-by":"crossref","unstructured":"Wu, S., Tang, Y., Zhu, Y., Wang, L., Xie, X., Tan, T.: Session-based recommendation with graph neural networks. In: Proceedings of the AAAI Conference on Artificial Intelligence, pp. 346\u2013353 (2019)","DOI":"10.1609\/aaai.v33i01.3301346"},{"key":"10_CR21","doi-asserted-by":"crossref","unstructured":"Xia, X., Yin, H., Yu, J., Wang, Q., Cui, L., Zhang, X.: Self-supervised hypergraph convolutional networks for session-based recommendation. In: Proceedings of the AAAI Conference on Artificial Intelligence, pp. 4503\u20134511 (2021)","DOI":"10.1609\/aaai.v35i5.16578"},{"key":"10_CR22","doi-asserted-by":"crossref","unstructured":"Xu, C., et al.: Graph contextualized self-attention network for session-based recommendation. In: IJCAI, vol.\u00a019, pp. 3940\u20133946 (2019)","DOI":"10.24963\/ijcai.2019\/547"},{"key":"10_CR23","first-page":"5812","volume":"33","author":"Y You","year":"2020","unstructured":"You, Y., Chen, T., Sui, Y., Chen, T., Wang, Z., Shen, Y.: Graph contrastive learning with augmentations. Adv. Neural. Inf. Process. Syst. 33, 5812\u20135823 (2020)","journal-title":"Adv. Neural. Inf. Process. Syst."},{"key":"10_CR24","doi-asserted-by":"crossref","unstructured":"Yu, F., Zhu, Y., Liu, Q., Wu, S., Wang, L., Tan, T.: Tagnn: target attentive graph neural networks for session-based recommendation. In: Proceedings of the 43rd international ACM SIGIR Conference on Research and Development in Information Retrieval, pp. 1921\u20131924 (2020)","DOI":"10.1145\/3397271.3401319"},{"key":"10_CR25","doi-asserted-by":"crossref","unstructured":"Yu, J., Yin, H., Xia, X., Chen, T., Cui, L., Nguyen, Q.V.H.: Are graph augmentations necessary? simple graph contrastive learning for recommendation. In: Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, pp. 1294\u20131303 (2022)","DOI":"10.1145\/3477495.3531937"},{"key":"10_CR26","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"155","DOI":"10.1007\/978-3-642-12026-8_14","volume-title":"Database Systems for Advanced Applications","author":"Y Yuan","year":"2010","unstructured":"Yuan, Y., Chen, L., Wang, G.: Efficiently answering probability threshold-based shortest path queries over uncertain graphs. In: Kitagawa, H., Ishikawa, Y., Li, Q., Watanabe, C. (eds.) DASFAA 2010. LNCS, vol. 5981, pp. 155\u2013170. Springer, Heidelberg (2010). https:\/\/doi.org\/10.1007\/978-3-642-12026-8_14"},{"key":"10_CR27","doi-asserted-by":"crossref","unstructured":"Yuan, Y., Wang, G., Chen, L., Wang, H.: Efficient subgraph similarity search on large probabilistic graph databases. arXiv preprint arXiv:1205.6692 (2012)","DOI":"10.14778\/2311906.2311908"},{"issue":"12","key":"10_CR28","doi-asserted-by":"publisher","first-page":"2767","DOI":"10.1109\/TKDE.2012.222","volume":"25","author":"Y Yuan","year":"2013","unstructured":"Yuan, Y., Wang, G., Chen, L., Wang, H.: Efficient keyword search on uncertain graph data. IEEE Trans. Knowl. Data Eng. 25(12), 2767\u20132779 (2013)","journal-title":"IEEE Trans. Knowl. Data Eng."},{"issue":"11","key":"10_CR29","doi-asserted-by":"publisher","first-page":"876","DOI":"10.14778\/3402707.3402726","volume":"4","author":"Y Yuan","year":"2011","unstructured":"Yuan, Y., Wang, G., Wang, H., Chen, L.: Efficient subgraph search over large uncertain graphs. Proc. VLDB Endow. 4(11), 876\u2013886 (2011)","journal-title":"Proc. VLDB Endow."},{"key":"10_CR30","doi-asserted-by":"crossref","unstructured":"Zhu, Y., Xu, Y., Yu, F., Liu, Q., Wu, S., Wang, L.: Graph contrastive learning with adaptive augmentation. In: Proceedings of the Web Conference 2021, pp. 2069\u20132080 (2021)","DOI":"10.1145\/3442381.3449802"}],"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\/978-981-97-7235-3_10","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,8,27]],"date-time":"2024-08-27T17:14:43Z","timestamp":1724778883000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-981-97-7235-3_10"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024]]},"ISBN":["9789819772346","9789819772353"],"references-count":30,"URL":"https:\/\/doi.org\/10.1007\/978-981-97-7235-3_10","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024]]},"assertion":[{"value":"28 August 2024","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":"Jinhua","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":"2024","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"31 August 2024","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2 September 2024","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"8","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"apwebwaim2024","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/apweb2024.zjnu.edu.cn\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}