{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,28]],"date-time":"2025-03-28T04:28:14Z","timestamp":1743136094971,"version":"3.40.3"},"publisher-location":"Singapore","reference-count":33,"publisher":"Springer Nature Singapore","isbn-type":[{"type":"print","value":"9789819777068"},{"type":"electronic","value":"9789819777075"}],"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\/978-981-97-7707-5_7","type":"book-chapter","created":{"date-parts":[[2024,9,16]],"date-time":"2024-09-16T15:04:02Z","timestamp":1726499042000},"page":"78-90","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["SPR: A Similar Projection Revisor for\u00a0Complex Logical Reasoning over\u00a0Knowledge Graphs"],"prefix":"10.1007","author":[{"given":"Tingting","family":"Wang","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yuxuan","family":"Tang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ruolin","family":"Li","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Duo","family":"Yu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Bowen","family":"Feng","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Feng","family":"Ding","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Shuo","family":"Yu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yanming","family":"Shen","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2024,9,11]]},"reference":[{"key":"7_CR1","doi-asserted-by":"crossref","unstructured":"Huang, X., Zhang, J., Li, D., Li, P.: Knowledge graph embedding based question answering. In: Proceedings of the Twelfth ACM International Conference on Web Search and Data Mining, WSDM 2019, Melbourne, VIC, Australia, 11\u201315 February 2019, pp. 105\u2013113. ACM (2019)","DOI":"10.1145\/3289600.3290956"},{"key":"7_CR2","doi-asserted-by":"crossref","unstructured":"Xu, F., Liu, J., Lin, Q., Pan, Y., Zhang, L.: Logiformer: a two-branch graph transformer network for interpretable logical reasoning. In: SIGIR 2022: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, 11\u201315 July 2022, pp. 1055\u20131065. ACM (2022)","DOI":"10.1145\/3477495.3532016"},{"key":"7_CR3","unstructured":"Ioannidis, V.N., Zheng, D., Karypis, G.: Few-shot link prediction via graph neural networks for covid-19 drug-repurposing. CoRR (2020). arxiv:2007.10261"},{"key":"7_CR4","unstructured":"Amayuelas, A., Zhang, S., Rao, S.X., Zhang, C.: Neural methods for logical reasoning over knowledge graphs. In: The Tenth International Conference on Learning Representations, ICLR Virtual Event. OpenReview.net (2022)"},{"key":"7_CR5","doi-asserted-by":"crossref","unstructured":"Liu, Y., Cao, Y., Wang, S., Wang, Q., Bi, G.: Generative models for complex logical reasoning over knowledge graphs. In: Proceedings of the 17th ACM International Conference on Web Search and Data Mining, WSDM 2024, Merida, pp. 492\u2013500. ACM (2024)","DOI":"10.1145\/3616855.3635804"},{"key":"7_CR6","unstructured":"Ren, H., Hu, W., Leskovec, J.: Query2box: reasoning over knowledge graphs in vector space using box embeddings. In: 8th International Conference on Learning Representations, ICLR 2020, Addis Ababa, Ethiopia, 26\u201330 April 2020. OpenReview.net (2020)"},{"key":"7_CR7","unstructured":"Arakelyan, E., Daza, D., Minervini, P., Cochez, M.: Complex query answering with neural link predictors. In: 9th International Conference on Learning Representations, ICLR 2021, Virtual Event, Austria, 3\u20137 May 2021. OpenReview.net (2021)"},{"key":"7_CR8","unstructured":"Zhang, Z., Wang, J., Chen, J., Ji, S., Wu, F.: Cone: cone embeddings for multi-hop reasoning over knowledge graphs. In: Annual Conference on Neural Information Processing Systems 2021, NeurIPS, Virtual, pp. 19172\u201319183 (2021)"},{"key":"7_CR9","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2023.127044","volume":"566","author":"Z Bi","year":"2024","unstructured":"Bi, Z., Cheng, S., Chen, J., Liang, X., Xiong, F., Zhang, N.: Relphormer: relational graph transformer for knowledge graph representations. Neurocomputing 566, 127044 (2024)","journal-title":"Neurocomputing"},{"key":"7_CR10","doi-asserted-by":"crossref","unstructured":"Kotnis, B., Lawrence, C., Niepert, M.: Answering complex queries in knowledge graphs with bidirectional sequence encoders. In: Thirty-Third Conference on Innovative Applications of Artificial Intelligence, Virtual Event, pp. 4968\u20134977. AAAI Press (2021)","DOI":"10.1609\/aaai.v35i6.16630"},{"key":"7_CR11","doi-asserted-by":"crossref","unstructured":"Liu, X., et al.: Mask and reason: pre-training knowledge graph transformers for complex logical queries. In: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, pp. 1120\u20131130. ACM (2022)","DOI":"10.1145\/3534678.3539472"},{"key":"7_CR12","unstructured":"Yao, L., Mao, C., Luo, Y.: KG-BERT: BERT for knowledge graph completion. CoRR (2019). arxiv:1909.03193"},{"key":"7_CR13","doi-asserted-by":"crossref","unstructured":"Zhang, W., et al.: Structure pretraining and prompt tuning for knowledge graph transfer. In: Proceedings of the ACM Web Conference, WWW, Austin, pp. 2581\u20132590. ACM (2023)","DOI":"10.1145\/3543507.3583301"},{"key":"7_CR14","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2019.112948","volume":"141","author":"X Chen","year":"2020","unstructured":"Chen, X., Jia, S., Xiang, Y.: A review: knowledge reasoning over knowledge graph. Expert Syst. Appl. 141, 112948 (2020)","journal-title":"Expert Syst. Appl."},{"key":"7_CR15","unstructured":"Bordes, A., Usunier, N., Garcia-Duran, A., Weston, J., Yakhnenko, O.: Translating embeddings for modeling multi-relational data. In: Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013, Lake Tahoe, Nevada, United States, Proceedings of a Meeting Held 5\u20138 December 2013, pp. 2787\u20132795 (2013)"},{"key":"7_CR16","doi-asserted-by":"crossref","unstructured":"Wang, Z., Zhang, J., Feng, J., Chen, Z.: Knowledge graph embedding by translating on hyperplanes. In: Proceedings of the AAAI Conference on Artificial Intelligence, vol.\u00a028, pp. 1112\u20131119. AAAI Press (2014)","DOI":"10.1609\/aaai.v28i1.8870"},{"key":"7_CR17","unstructured":"Sun, Z., Deng, Z.H., Nie, J.Y., Tang, J.: Rotate: knowledge graph embedding by relational rotation in complex space. OpenReview.net (2019)"},{"key":"7_CR18","unstructured":"LeCun, Y., et al.: Handwritten digit recognition with a back-propagation network, vol.\u00a02, pp. 396\u2013404. Morgan Kaufmann (1989)"},{"key":"7_CR19","doi-asserted-by":"crossref","unstructured":"Dettmers, T., Minervini, P., Stenetorp, P., Riedel, S.: Convolutional 2D knowledge graph embeddings. In: Proceedings of the AAAI Conference on Artificial Intelligence, vol.\u00a032, pp. 1811\u20131818. AAAI Press (2018)","DOI":"10.1609\/aaai.v32i1.11573"},{"key":"7_CR20","unstructured":"Kipf, T.N., Welling, M.: Semi-supervised classification with graph convolutional networks (2016). arxiv:1609.02907"},{"key":"7_CR21","unstructured":"Vashishth, S., Sanyal, S., Nitin, V., Talukdar, P.: Composition-based multi-relational graph convolutional networks (2019). arxiv:1911.03082"},{"key":"7_CR22","doi-asserted-by":"crossref","unstructured":"Zhang, Y., Yao, Q.: Knowledge graph reasoning with relational digraph. In: Proceedings of the ACM Web Conference 2022, pp. 912\u2013924. ACM (2022)","DOI":"10.1145\/3485447.3512008"},{"key":"7_CR23","doi-asserted-by":"crossref","unstructured":"Gal\u00e1rraga, L.A., Teflioudi, C., Hose, K., Suchanek, F.: Amie: association rule mining under incomplete evidence in ontological knowledge bases. In: Proceedings of the 22nd International Conference on World Wide Web, pp. 413\u2013422. International World Wide Web Conferences Steering Committee\/ACM (2013)","DOI":"10.1145\/2488388.2488425"},{"key":"7_CR24","doi-asserted-by":"crossref","unstructured":"Omran, P.G., Wang, K., Wang, Z.: Scalable rule learning via learning representation. In: IJCAI, pp. 2149\u20132155. ijcai.org (2018)","DOI":"10.24963\/ijcai.2018\/297"},{"key":"7_CR25","first-page":"2030","volume":"31","author":"W Hamilton","year":"2018","unstructured":"Hamilton, W., Bajaj, P., Zitnik, M., Jurafsky, D., Leskovec, J.: Embedding logical queries on knowledge graphs. Adv. Neural Inf. Process. Syst. 31, 2030\u20132041 (2018)","journal-title":"Adv. Neural Inf. Process. Syst."},{"key":"7_CR26","doi-asserted-by":"crossref","unstructured":"Vilnis, L., Li, X., Murty, S., McCallum, A.: Probabilistic embedding of knowledge graphs with box lattice measures. In: Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, ACL 2018, Melbourne, Australia, 15\u201320 July 2018, vol. 1: Long Papers, pp. 263\u2013272. Association for Computational Linguistics (2018)","DOI":"10.18653\/v1\/P18-1025"},{"key":"7_CR27","doi-asserted-by":"publisher","DOI":"10.1017\/CBO9780511809088","volume-title":"Introduction to Lattices and Order","author":"BA Davey","year":"2002","unstructured":"Davey, B.A., Priestley, H.A.: Introduction to Lattices and Order, 2nd edn. Cambridge University Press, Cambridge (2002). https:\/\/doi.org\/10.1017\/CBO9780511809088","edition":"2"},{"key":"7_CR28","unstructured":"Zhang, Z., Wang, J., Chen, J., Ji, S., Wu, F.: Cone: cone embeddings for multi-hop reasoning over knowledge graphs. In: Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, 6\u201314 December 2021, virtual, pp. 19172\u201319183 (2021)"},{"key":"7_CR29","unstructured":"Vaswani, A., et al.: Attention is all you need. In: Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, Long Beach, CA, USA, 4\u20139 December 2017, pp. 5998\u20136008 (2017)"},{"key":"7_CR30","doi-asserted-by":"crossref","unstructured":"Kotnis, B., Lawrence, C., Niepert, M.: Answering complex queries in knowledge graphs with bidirectional sequence encoders. In: Thirty-Fifth AAAI Conference on Artificial Intelligence, AAAI 2021, Thirty-Third Conference on Innovative Applications of Artificial Intelligence, IAAI 2021, The Eleventh Symposium on Educational Advances in Artificial Intelligence, EAAI 2021, Virtual Event, 2-9 February 2021, pp. 4968\u20134977. AAAI Press (2021)","DOI":"10.1609\/aaai.v35i6.16630"},{"key":"7_CR31","unstructured":"Ren, H., Leskovec, J.: Beta embeddings for multi-hop logical reasoning in knowledge graphs. In: Annual Conference on Neural Information Processing Systems, NeurIPS , Virtual (2020)"},{"key":"7_CR32","unstructured":"Hinton, G., Vinyals, O., Dean, J.: Distilling the knowledge in a neural network. arXiv preprint arXiv:1503.02531 (2015)"},{"key":"7_CR33","unstructured":"Luus, F.P.S., et al.: Logic embeddings for complex query answering. CoRR (2021). arxiv:2103.00418"}],"container-title":["Lecture Notes in Computer Science","Web Information Systems and Applications"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-981-97-7707-5_7","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,9,16]],"date-time":"2024-09-16T15:05:27Z","timestamp":1726499127000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-981-97-7707-5_7"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024]]},"ISBN":["9789819777068","9789819777075"],"references-count":33,"URL":"https:\/\/doi.org\/10.1007\/978-981-97-7707-5_7","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":"11 September 2024","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"WISA","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Web Information Systems and Applications","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Yinchuan","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":"1 August 2024","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"3 August 2024","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"21","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"wisa22024","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/conf.ccf.org.cn\/web\/html7\/index.html?globalId=m1216704987858604032171012667439&type=1","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}