{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,26]],"date-time":"2025-03-26T12:09:45Z","timestamp":1742990985859,"version":"3.40.3"},"publisher-location":"Cham","reference-count":22,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319420066"},{"type":"electronic","value":"9783319420073"}],"license":[{"start":{"date-parts":[[2016,1,1]],"date-time":"2016-01-01T00:00:00Z","timestamp":1451606400000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2016]]},"DOI":"10.1007\/978-3-319-42007-3_18","type":"book-chapter","created":{"date-parts":[[2016,7,13]],"date-time":"2016-07-13T08:38:22Z","timestamp":1468399102000},"page":"207-216","source":"Crossref","is-referenced-by-count":0,"title":["The Statistical Approach to Biological Event Extraction Using Markov\u2019s Method"],"prefix":"10.1007","author":[{"given":"Wen-Juan","family":"Hou","sequence":"first","affiliation":[]},{"given":"Bamfa","family":"Ceesay","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2016,7,14]]},"reference":[{"issue":"7","key":"18_CR1","doi-asserted-by":"crossref","first-page":"381","DOI":"10.1016\/j.tibtech.2010.04.005","volume":"28","author":"S Ananiadou","year":"2010","unstructured":"Ananiadou, S., Pyysalo, S., Tsujii, J.I., Kell, D.B.: Event extraction for systems biology by text mining the literature. Trends Biotechnol. 28(7), 381\u2013390 (2010)","journal-title":"Trends Biotechnol."},{"key":"18_CR2","unstructured":"Bui, Q. C., Sloot, P.: Extracting biological events from text using simple syntactic patterns. In: Proceedings of the BioNLP Shared Task 2011 Workshop, pp. 143\u2013146 (2011)"},{"key":"18_CR3","series-title":"Lecture Notes in Computer Science","first-page":"559","volume-title":"Current Approaches in Applied Artificial Intelligence","author":"WJ Hou","year":"2015","unstructured":"Hou, W.J., Ceesay, B.: Event extraction for gene regulation network using syntactic and semantic approaches. In: Ali, M., Kwon, Y.S., Lee, C.-H., Kim, J., Kim, Y. (eds.) IEA\/AIE 2015. LNCS, vol. 9101, pp. 559\u2013570. Springer, Heidelberg (2015)"},{"key":"18_CR4","unstructured":"McGrath, L.R., Domico, K., Corley, C.D., Webb-Robertson, B.J.: Complex biological event extraction from full text using signatures of linguistic and semantic features. In: Proceedings of the BioNLP Shared Task 2011 Workshop, pp. 130\u2013137 (2011)"},{"issue":"1","key":"18_CR5","doi-asserted-by":"crossref","first-page":"61","DOI":"10.1145\/1131348.1131353","volume":"5","author":"E Kim","year":"2006","unstructured":"Kim, E., Song, Y., Lee, C., Kim, K., Lee, G.G., Yi, B.K., Cha, J.: Two-phase learning for biological event extraction and verification. ACM Trans. Asian Lang. Inf. Process. (TALIP) 5(1), 61\u201373 (2006)","journal-title":"ACM Trans. Asian Lang. Inf. Process. (TALIP)"},{"issue":"1","key":"18_CR6","doi-asserted-by":"crossref","first-page":"9","DOI":"10.1142\/S0218001401000836","volume":"15","author":"Z Ghahramani","year":"2001","unstructured":"Ghahramani, Z.: An introduction to hidden Markov Mmodels and Bayesian networks. Int. J. Pattern Recogn. 15(1), 9\u201342 (2001)","journal-title":"Int. J. Pattern Recogn."},{"key":"18_CR7","unstructured":"McCallum, A., Freitag, D., Pereira, F. C.: Maximum entropy Markov models for information extraction and segmentation. In: Proceedings of the Seventeenth International Conference on Machine Learning (ICML 2000), vol. 17, pp. 591\u2013598 (2000)"},{"key":"18_CR8","doi-asserted-by":"crossref","unstructured":"Kita, K., Kawabata, T., Saito, H.: HMM continuous speech recognition using predictive LR parsing. In: Proceedings of 1989 International Conference on Acoustics, Speech, and Signal Processing (ICASSP 1889), vol. 2, pp. 703\u2013706 (1989)","DOI":"10.1109\/ICASSP.1989.266524"},{"key":"18_CR9","doi-asserted-by":"crossref","unstructured":"Murveit, H., Moore, R.: Integrating natural language constraints into HMM-based speech recognition. In: Proceedings of 1990 International Conference on Acoustics, Speech, and Signal Processing (ICASSP 1990), vol. 1, pp. 573\u2013576 (1990)","DOI":"10.1109\/ICASSP.1990.115777"},{"key":"18_CR10","series-title":"Lecture Notes in Computer Science (Lecture Notes in Artificial Intelligence)","doi-asserted-by":"crossref","first-page":"92","DOI":"10.1007\/978-3-540-78652-8_4","volume-title":"Probabilistic Inductive Logic Programming","author":"P Domingos","year":"2008","unstructured":"Domingos, P., Kok, S., Lowd, D., Poon, H., Richardson, M., Singla, P.: Markov logic. In: Raedt, L., Frasconi, P., Kersting, K., Muggleton, S.H. (eds.) Probabilistic ILP 2007. LNCS (LNAI), vol. 4911, pp. 92\u2013117. Springer, Heidelberg (2008)"},{"key":"18_CR11","doi-asserted-by":"crossref","unstructured":"Koller, D., Friedman, N., Getoor, L., Taskar, B.: 2 graphical models in a nutshell. In: Statistical Relational Learning, p. 13 (2007)","DOI":"10.7551\/mitpress\/7432.003.0004"},{"key":"18_CR12","unstructured":"N\u00e9dellec, C., Bossy, R., Kim, J.D., Kim, J.J., Ohta, T., Pyysalo, S., Zweigenbaum, P.: Overview of BioNLP shared task 2013. In: Proceedings of the BioNLP Shared Task 2013 Workshop, pp. 1\u20137 (2013)"},{"key":"18_CR13","doi-asserted-by":"crossref","first-page":"449","DOI":"10.1613\/jair.2773","volume":"35","author":"F Bromberg","year":"2009","unstructured":"Bromberg, F., Margaritis, D., Honavar, V.: Efficient Markov network structure discovery using independence tests. J. Artif. Intell. Res. 35, 449\u2013484 (2009)","journal-title":"J. Artif. Intell. Res."},{"key":"18_CR14","volume-title":"First-Order Logic","author":"RM Smullyan","year":"1995","unstructured":"Smullyan, R.M.: First-Order Logic. Dover Publications, New York (1995)"},{"issue":"1\u20132","key":"18_CR15","doi-asserted-by":"crossref","first-page":"107","DOI":"10.1007\/s10994-006-5833-1","volume":"62","author":"M Richardson","year":"2006","unstructured":"Richardson, M., Domingos, P.: Markov logic networks. Mach. Learn. 62(1\u20132), 107\u2013136 (2006)","journal-title":"Mach. Learn."},{"key":"18_CR16","doi-asserted-by":"crossref","unstructured":"Riedel, S., Chun, H. W., Takagi, T., Tsujii, J.: A Markov logic approach to bio-molecular event extraction. In: BioNLP 2009 Proceedings of the Workshop on Current Trends in Biomedical Natural Language Processing: Shared Task, pp. 41\u201349 (2009)","DOI":"10.3115\/1572340.1572347"},{"key":"18_CR17","unstructured":"Bossy, R., Bessi\u00e8res, P., N\u00e9dellec, C.: BioNLP shared task 2013\u2013an overview of the genic regulation network task. In: Proceedings of the BioNLP Shared Task 2013 Workshop: The Genia Event Extraction Shared Task, pp. 153\u2013160 (2013)"},{"key":"18_CR18","unstructured":"Makhoul, J., Kubala, F., Schwartz, R., Weischedel, R.: Performance measures for information extraction. In: Proceedings of DARPA Broadcast News Workshop, pp. 249\u2013252 (1999)"},{"key":"18_CR19","unstructured":"Provoost, T., Moens, M. F.: Detecting relations in the gene regulation network. In: Proceedings of the BioNLP Shared Task 2013 Workshop: the Genia Event Extraction Shared Task, pp. 135\u2013138 (2013)"},{"key":"18_CR20","unstructured":"Bj\u00f6rne, J., Salakoski, T.: TEES 2.1: automated annotation scheme learning in the BioNLP 2013 shared task. In: Proceedings of the BioNLP Shared Task 2013 Workshop: The Genia Event Extraction Shared Task, pp. 16\u201325 (2013)"},{"key":"18_CR21","unstructured":"Claveau, V.: IRISA participation to BioNLP-ST 2013: lazy-learning and information. In: Proceedings of the BioNLP Shared Task 2013 Workshop: The Genia Event Extraction Shared Task, pp. 188\u2013196 (2013)"},{"key":"18_CR22","doi-asserted-by":"crossref","first-page":"S3","DOI":"10.1186\/1471-2105-16-S16-S3","volume":"16","author":"K Hakala","year":"2015","unstructured":"Hakala, K., Van Landeghem, S., Salakoski, T., Van de Peer, Y., Ginter, F.: Application of the EVEX resource to event extraction and network construction: shared task entry and result analysis. BMC Bioinform. 16, S3 (2015)","journal-title":"BMC Bioinform."}],"container-title":["Lecture Notes in Computer Science","Trends in Applied Knowledge-Based Systems and Data Science"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-42007-3_18","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,8,19]],"date-time":"2023-08-19T05:58:20Z","timestamp":1692424700000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-42007-3_18"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016]]},"ISBN":["9783319420066","9783319420073"],"references-count":22,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-42007-3_18","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2016]]}}}