{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,12]],"date-time":"2024-09-12T21:11:32Z","timestamp":1726175492150},"publisher-location":"Berlin, Heidelberg","reference-count":30,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783662661451"},{"type":"electronic","value":"9783662661468"}],"license":[{"start":{"date-parts":[[2022,1,1]],"date-time":"2022-01-01T00:00:00Z","timestamp":1640995200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2022,1,1]],"date-time":"2022-01-01T00:00:00Z","timestamp":1640995200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2022]]},"DOI":"10.1007\/978-3-662-66146-8_3","type":"book-chapter","created":{"date-parts":[[2022,9,27]],"date-time":"2022-09-27T19:12:31Z","timestamp":1664305951000},"page":"70-85","update-policy":"http:\/\/dx.doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Knowledge Graph Augmentation for\u00a0Increased Question Answering Accuracy"],"prefix":"10.1007","author":[{"given":"Jorge","family":"Martinez-Gil","sequence":"first","affiliation":[]},{"given":"Shaoyi","family":"Yin","sequence":"additional","affiliation":[]},{"given":"Josef","family":"K\u00fcng","sequence":"additional","affiliation":[]},{"given":"Franck","family":"Morvan","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2022,9,28]]},"reference":[{"issue":"5","key":"3_CR1","doi-asserted-by":"publisher","first-page":"1698","DOI":"10.1016\/j.ipm.2019.05.009","volume":"56","author":"HK Azad","year":"2019","unstructured":"Azad, H.K., Deepak, A.: Query expansion techniques for information retrieval: a survey. Inf. Process. Manag. 56(5), 1698\u20131735 (2019)","journal-title":"Inf. Process. Manag."},{"key":"3_CR2","unstructured":"Berant, J., Chou, A., Frostig, R., Liang, P.: Semantic parsing on freebase from question-answer pairs. In: Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing, EMNLP 2013, 18\u201321 October 2013, Grand Hyatt Seattle, Seattle, Washington, USA, A meeting of SIGDAT, a Special Interest Group of the ACL, pp. 1533\u20131544. ACL (2013)"},{"key":"3_CR3","doi-asserted-by":"crossref","unstructured":"Cannaviccio, M., Ariemma, L., Barbosa, D., Merialdo, P.: Leveraging wikipedia table schemas for knowledge graph augmentation. In Proceedings of the 21st International Workshop on the Web and Databases, Houston, TX, USA, 10 June 2018, pp. 5:1\u20135:6. ACM (2018)","DOI":"10.1145\/3201463.3201468"},{"key":"3_CR4","doi-asserted-by":"publisher","first-page":"192435","DOI":"10.1109\/ACCESS.2020.3030076","volume":"8","author":"Z Chen","year":"2020","unstructured":"Chen, Z., Wang, Y., Zhao, B., Cheng, J., Zhao, X., Duan, Z.: Knowledge graph completion: a review. IEEE Access 8, 192435\u2013192456 (2020)","journal-title":"IEEE Access"},{"issue":"6","key":"3_CR5","doi-asserted-by":"publisher","first-page":"391","DOI":"10.1002\/(SICI)1097-4571(199009)41:6<391::AID-ASI1>3.0.CO;2-9","volume":"41","author":"SC Deerwester","year":"1990","unstructured":"Deerwester, S.C., Dumais, S.T., Landauer, T.K., Furnas, G.W., Harshman, R.A.: Indexing by latent semantic analysis. J. Am. Soc. Inf. Sci. 41(6), 391\u2013407 (1990)","journal-title":"J. Am. Soc. Inf. Sci."},{"key":"3_CR6","unstructured":"Devlin, J., Chang, M.-W., Lee, K., Toutanova, K.: Bert: pre-training of deep bidirectional transformers for language understanding. arXiv preprint arXiv:1810.04805 (2018)"},{"key":"3_CR7","unstructured":"Diefenbach, D., Tanon, T.P., Singh, K.D., Maret, P.: Question answering benchmarks for wikidata. In: Nikitina, N., Song, D., Fokoue, A., Haase, P. (eds.), Proceedings of the ISWC 2017 Posters & Demonstrations and Industry Tracks co-located with 16th International Semantic Web Conference (ISWC 2017), Vienna, Austria, 23rd - to - 25th October 2017, vol. 1963 of CEUR Workshop Proceedings, CEUR-WS.org (2017)"},{"issue":"2","key":"3_CR8","doi-asserted-by":"publisher","first-page":"233","DOI":"10.1007\/s10844-019-00584-7","volume":"55","author":"E Dimitrakis","year":"2019","unstructured":"Dimitrakis, E., Sgontzos, K., Tzitzikas, Y.: A survey on question answering systems over linked data and documents. J. Intell. Inf. Syst. 55(2), 233\u2013259 (2019). https:\/\/doi.org\/10.1007\/s10844-019-00584-7","journal-title":"J. Intell. Inf. Syst."},{"key":"3_CR9","doi-asserted-by":"crossref","unstructured":"Feng, S.Y., et al.: A survey of data augmentation approaches for NLP. In: Zong, C., Xia, F., Li, W., Navigli, R. (eds.), Findings of the Association for Computational Linguistics: ACL\/IJCNLP 2021, Online Event, 1\u20136 August 2021, vol. ACL\/IJCNLP 2021 of Findings of ACL, pp. 968\u2013988. Association for Computational Linguistics (2021)","DOI":"10.18653\/v1\/2021.findings-acl.84"},{"issue":"8","key":"3_CR10","doi-asserted-by":"publisher","first-page":"3549","DOI":"10.1109\/TKDE.2020.3028705","volume":"34","author":"Q Guo","year":"2020","unstructured":"Guo, Q., et al.: A survey on knowledge graph-based recommender systems. IEEE Trans. Knowl. Data Eng. 34(8), 3549\u20133568 (2020)","journal-title":"IEEE Trans. Knowl. Data Eng."},{"key":"3_CR11","series-title":"Communications in Computer and Information Science","doi-asserted-by":"publisher","first-page":"23","DOI":"10.1007\/978-3-319-34099-9_2","volume-title":"Beyond Databases, Architectures and Structures. Advanced Technologies for Data Mining and Knowledge Discovery","author":"A Hameurlain","year":"2016","unstructured":"Hameurlain, A., Morvan, F.: Big data management in the cloud: evolution or crossroad? In: Kozielski, S., Mrozek, D., Kasprowski, P., Ma\u0142ysiak-Mrozek, B., Kostrzewa, D. (eds.) BDAS 2015-2016. CCIS, vol. 613, pp. 23\u201338. Springer, Cham (2016). https:\/\/doi.org\/10.1007\/978-3-319-34099-9_2"},{"issue":"4","key":"3_CR12","doi-asserted-by":"publisher","first-page":"275","DOI":"10.1017\/S1351324901002807","volume":"7","author":"L Hirschman","year":"2001","unstructured":"Hirschman, L., Gaizauskas, R.J.: Natural language question answering: the view from here. Nat. Lang. Eng. 7(4), 275\u2013300 (2001)","journal-title":"Nat. Lang. Eng."},{"key":"3_CR13","doi-asserted-by":"crossref","unstructured":"Huang, L., Wu, L., Wang, L.: Knowledge graph-augmented abstractive summarization with semantic-driven cloze reward. In: Jurafsky, D., Chai, J., Schluter, N., Tetreault, J.R. (eds.), Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, ACL 2020, Online, 5\u201310 July 2020, pp. 5094\u20135107. Association for Computational Linguistics (2020)","DOI":"10.18653\/v1\/2020.acl-main.457"},{"key":"3_CR14","doi-asserted-by":"crossref","unstructured":"Joshi, M., Choi, E., Weld, D.S., Zettlemoyer, L.: Triviaqa: a large scale distantly supervised challenge dataset for reading comprehension. In: Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pp. 1601\u20131611 (2017)","DOI":"10.18653\/v1\/P17-1147"},{"issue":"24","key":"3_CR15","doi-asserted-by":"publisher","first-page":"5412","DOI":"10.1016\/j.ins.2011.07.047","volume":"181","author":"O Kolomiyets","year":"2011","unstructured":"Kolomiyets, O., Moens, M.: A survey on question answering technology from an information retrieval perspective. Inf. Sci. 181(24), 5412\u20135434 (2011)","journal-title":"Inf. Sci."},{"issue":"1\u20132","key":"3_CR16","doi-asserted-by":"publisher","first-page":"277","DOI":"10.1016\/S0004-3702(99)00101-0","volume":"118","author":"R Krovetz","year":"2000","unstructured":"Krovetz, R.: Viewing morphology as an inference process. Artif. Intell. 118(1\u20132), 277\u2013294 (2000)","journal-title":"Artif. Intell."},{"key":"3_CR17","doi-asserted-by":"crossref","unstructured":"Lan, Y., He, G., Jiang, J., Jiang, J., Zhao, W.X., Wen, J.: A survey on complex knowledge base question answering: methods, challenges and solutions. In: Zhou, Z. (eds.), Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, IJCAI 2021, Virtual Event\/Montreal, Canada, 19\u201327 August 2021, pp. 4483\u20134491. ijcai.org (2021)","DOI":"10.24963\/ijcai.2021\/611"},{"key":"3_CR18","doi-asserted-by":"crossref","unstructured":"Martinez-Gil, J., Chaves-Gonzalez, J.M.: Semantic similarity controllers: on the trade-off between accuracy and interpretability. Knowl.-Based Syst. 234, 107609 (2021)","DOI":"10.1016\/j.knosys.2021.107609"},{"key":"3_CR19","doi-asserted-by":"crossref","unstructured":"Martinez-Gil, J., Freudenthaler, B., Tjoa, A.M.: A general framework for multiple choice question answering based on mutual information and reinforced co-occurrence. Trans. Large Scale Data Knowl. Centered Syst. 42, 91\u2013110 (2019)","DOI":"10.1007\/978-3-662-60531-8_4"},{"key":"3_CR20","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"192","DOI":"10.1007\/978-3-030-86534-4_18","volume-title":"Big Data Analytics and Knowledge Discovery","author":"J Martinez-Gil","year":"2021","unstructured":"Martinez-Gil, J., Mokadem, R., K\u00fcng, J., Hameurlain, A.: A novel Neurofuzzy approach for semantic similarity measurement. In: Golfarelli, M., Wrembel, R., Kotsis, G., Tjoa, A.M., Khalil, I. (eds.) DaWaK 2021. LNCS, vol. 12925, pp. 192\u2013203. Springer, Cham (2021). https:\/\/doi.org\/10.1007\/978-3-030-86534-4_18"},{"issue":"1","key":"3_CR21","doi-asserted-by":"publisher","first-page":"93","DOI":"10.1007\/s13748-021-00263-1","volume":"11","author":"J Martinez-Gil","year":"2022","unstructured":"Martinez-Gil, J., Mokadem, R., Morvan, F., K\u00fcng, J., Hameurlain, A.: Interpretable entity meta-alignment in knowledge graphs using penalized regression: a case study in the biomedical domain. Prog. Artif. Intell. 11(1), 93\u2013104 (2022)","journal-title":"Prog. Artif. Intell."},{"key":"3_CR22","unstructured":"Mikolov, T., Sutskever, I., Chen, K., Corrado, G.S., Dean, J.: Distributed representations of words and phrases and their compositionality. In: Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013, Proceedings of a meeting held 5\u20138 December 2013, Lake Tahoe, Nevada, United States, pp. 3111\u20133119 (2013)"},{"issue":"11","key":"3_CR23","doi-asserted-by":"publisher","first-page":"39","DOI":"10.1145\/219717.219748","volume":"38","author":"GA Miller","year":"1995","unstructured":"Miller, G.A.: wordnet: a lexical database for English. Commun. ACM 38(11), 39\u201341 (1995)","journal-title":"Commun. ACM"},{"key":"3_CR24","doi-asserted-by":"crossref","unstructured":"Perevalov, A., Diefenbach, D., Usbeck, R., Both, A.: Qald-9-plus: a multilingual dataset for question answering over dbpedia and wikidata translated by native speakers. In: 16th IEEE International Conference on Semantic Computing, ICSC 2022, Laguna Hills, CA, USA, 26\u201328 January 2022, pp. 229\u2013234. IEEE (2022)","DOI":"10.1109\/ICSC52841.2022.00045"},{"key":"3_CR25","doi-asserted-by":"crossref","unstructured":"Ploumis, T., Perikos, I., Grivokostopoulou, F., Hatzilygeroudis, I.: A factoid based question answering system based on dependency analysis and wikidata. In: Bourbakis, N.G., Tsihrintzis, G.A., Virvou, M. (eds.), 12th International Conference on Information, Intelligence, Systems & Applications, IISA 2021, Chania Crete, Greece, 12\u201314 July 2021, pp. 1\u20137. IEEE (2021)","DOI":"10.1109\/IISA52424.2021.9555551"},{"issue":"1","key":"3_CR26","doi-asserted-by":"publisher","first-page":"101","DOI":"10.1186\/s40537-021-00492-0","volume":"8","author":"C Shorten","year":"2021","unstructured":"Shorten, C., Khoshgoftaar, T.M., Furht, B.: Text data augmentation for deep learning. J. Big Data 8(1), 101 (2021)","journal-title":"J. Big Data"},{"issue":"3\u20134","key":"3_CR27","doi-asserted-by":"publisher","first-page":"241","DOI":"10.1007\/s13740-021-00128-9","volume":"10","author":"N Steinmetz","year":"2021","unstructured":"Steinmetz, N., Sattler, K.: What is in the KGQA benchmark datasets? survey on challenges in datasets for question answering on knowledge graphs. J. Data Semant. 10(3\u20134), 241\u2013265 (2021)","journal-title":"J. Data Semant."},{"key":"3_CR28","doi-asserted-by":"crossref","unstructured":"Xiong, C., Callan, J.: Query expansion with freebase. In: Allan, J., Croft, W.B., de Vries, A.P., Zhai, C. (eds.), Proceedings of the 2015 International Conference on The Theory of Information Retrieval, ICTIR 2015, Northampton, Massachusetts, USA, 27\u201330 September 2015, pp. 111\u2013120. ACM (2015)","DOI":"10.1145\/2808194.2809446"},{"key":"3_CR29","doi-asserted-by":"crossref","unstructured":"Yu, S., Huang, H., Dao, M.N., Xia, F.: Graph augmentation learning. arXiv preprint arXiv:2203.09020 (2022)","DOI":"10.1145\/3487553.3524718"},{"key":"3_CR30","doi-asserted-by":"crossref","unstructured":"Zhao, Z., Liu, T., Li, S., Li, B., Du, X.: Ngram2vec: learning improved word representations from ngram co-occurrence statistics. In: Palmer, M., Hwa, R., Riedel, S. (eds.), Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, EMNLP 2017, Copenhagen, Denmark, 9\u201311 September 2017, pp. 244\u2013253. Association for Computational Linguistics (2017)","DOI":"10.18653\/v1\/D17-1023"}],"container-title":["Lecture Notes in Computer Science","Transactions on Large-Scale Data- and Knowledge-Centered Systems LII"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-662-66146-8_3","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,9,27]],"date-time":"2022-09-27T19:12:59Z","timestamp":1664305979000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-662-66146-8_3"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022]]},"ISBN":["9783662661451","9783662661468"],"references-count":30,"URL":"https:\/\/doi.org\/10.1007\/978-3-662-66146-8_3","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2022]]},"assertion":[{"value":"28 September 2022","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}}]}}