{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,4,22]],"date-time":"2025-04-22T05:24:17Z","timestamp":1745299457881,"version":"3.40.3"},"publisher-location":"Cham","reference-count":32,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319955216"},{"type":"electronic","value":"9783319955223"}],"license":[{"start":{"date-parts":[[2018,1,1]],"date-time":"2018-01-01T00:00:00Z","timestamp":1514764800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2018,1,1]],"date-time":"2018-01-01T00:00:00Z","timestamp":1514764800000},"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":[[2018]]},"DOI":"10.1007\/978-3-319-95522-3_10","type":"book-chapter","created":{"date-parts":[[2018,7,5]],"date-time":"2018-07-05T10:59:35Z","timestamp":1530788375000},"page":"105-115","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":8,"title":["Citation Function Classification Based on Ontologies and Convolutional Neural Networks"],"prefix":"10.1007","author":[{"given":"Khadidja","family":"Bakhti","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zhendong","family":"Niu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Abdallah","family":"Yousif","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ally S.","family":"Nyamawe","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"issue":"4060","key":"10_CR1","first-page":"471","volume":"178","author":"E Garfield","year":"1972","unstructured":"Garfield, E.: Citation analysis as a tool in journal evaluation. Am. Assoc. Adv. Sci. 178(4060), 471\u2013479 (1972)","journal-title":"Am. Assoc. Adv. Sci."},{"key":"10_CR2","first-page":"1","volume":"50","author":"A Yousif","year":"2017","unstructured":"Yousif, A., et al.: A survey on sentiment analysis of scientific citations. Artif. Intell. Rev. 50, 1\u201334 (2017)","journal-title":"Artif. Intell. Rev."},{"key":"10_CR3","unstructured":"Teufel, S., Siddharthan, A., Tidhar, D.: An annotation scheme for citation function. In: Proceedings of the 7th SIGdial Workshop on Discourse and Dialogue (2009)"},{"issue":"1","key":"10_CR4","doi-asserted-by":"publisher","first-page":"86","DOI":"10.1177\/030631277500500106","volume":"5","author":"MJ Moravcsik","year":"1975","unstructured":"Moravcsik, M.J., Murugesan, P.: Some results on the function and quality of citations. Soc. Stud. Sci. 5(1), 86\u201392 (1975)","journal-title":"Soc. Stud. Sci."},{"key":"10_CR5","doi-asserted-by":"publisher","first-page":"93","DOI":"10.1016\/j.eswa.2016.10.017","volume":"68","author":"M Yousefi-Azar","year":"2017","unstructured":"Yousefi-Azar, M., Hamey, L.: Text summarization using unsupervised deep learning. Expert Syst. Appl. 68, 93\u2013105 (2017)","journal-title":"Expert Syst. Appl."},{"key":"10_CR6","unstructured":"Xu, H., Martin, E., Mahidadia, A.: Using heterogeneous features for scientific citation classification. In: Proceedings of the 13th Conference of the Pacific Association for Computational Linguistics (2013)"},{"key":"10_CR7","unstructured":"Li, X., et al.: Towards fine-grained citation function classification. In: RANLP (2013)"},{"issue":"1","key":"10_CR8","first-page":"35","volume":"3","author":"M Hern\u00e1ndez-\u00c1lvarez","year":"2016","unstructured":"Hern\u00e1ndez-\u00c1lvarez, M., G\u00f3mez Soriano, J., Mart\u00ednez-Barco, P.: Annotated corpus for citation context analysis. Lat. Am. J. Comput. Fac. Syst. Eng. Natl. Polytech. Sch. Quito-Ecuad. 3(1), 35\u201342 (2016)","journal-title":"Lat. Am. J. Comput. Fac. Syst. Eng. Natl. Polytech. Sch. Quito-Ecuad."},{"key":"10_CR9","unstructured":"Jurgens, D., et al.: Citation classification for behavioral analysis of a scientific field. arXiv preprint arXiv:1609.00435 (2016)"},{"key":"10_CR10","doi-asserted-by":"publisher","first-page":"41","DOI":"10.1016\/j.compenvurbsys.2016.10.009","volume":"62","author":"K Lee","year":"2017","unstructured":"Lee, K., Lee, J., Kwan, M.-P.: Location-based service using ontology-based semantic queries: a study with a focus on indoor activities in a university context. Comput. Environ. Urban Syst. 62, 41\u201352 (2017)","journal-title":"Comput. Environ. Urban Syst."},{"key":"10_CR11","first-page":"1","volume":"50","author":"JK Tarus","year":"2017","unstructured":"Tarus, J.K., Niu, Z., Mustafa, G.: Knowledge-based recommendation: a review of ontology-based recommender systems for e-learning. Artif. Intell. Rev. 50, 1\u201328 (2017)","journal-title":"Artif. Intell. Rev."},{"key":"10_CR12","doi-asserted-by":"publisher","first-page":"18","DOI":"10.4018\/JDM.2017010102","volume":"28","author":"VC Storey","year":"2017","unstructured":"Storey, V.C.: Conceptual modeling meets domain ontology development a reconciliation. J. Database Manag. (JDM) 28, 18\u201330 (2017)","journal-title":"J. Database Manag. (JDM)"},{"key":"10_CR13","doi-asserted-by":"publisher","first-page":"37","DOI":"10.1016\/j.future.2017.02.049","volume":"72","author":"JK Tarus","year":"2017","unstructured":"Tarus, J.K., Niu, Z., Yousif, A.: A hybrid knowledge-based recommender system for e-learning based on ontology and sequential pattern mining. Futur. Gener. Comput. Syst. 72, 37\u201348 (2017)","journal-title":"Futur. Gener. Comput. Syst."},{"key":"10_CR14","unstructured":"Mahalingam, K., Huhns, M.N.: An ontology tool for query formulation in an agent-based context. In: Proceedings of the Second IFCIS International Conference on Cooperative Information Systems COOPIS (1997)"},{"key":"10_CR15","series-title":"Lecture Notes in Computer Science (Lecture Notes in Artificial Intelligence)","doi-asserted-by":"publisher","first-page":"336","DOI":"10.1007\/978-3-319-03524-6_29","volume-title":"AI*IA 2013: Advances in Artificial Intelligence","author":"P Ciancarini","year":"2013","unstructured":"Ciancarini, P., Di Iorio, A., Nuzzolese, A.G., Peroni, S., Vitali, F.: Semantic annotation of scholarly documents and citations. In: Baldoni, M., Baroglio, C., Boella, G., Micalizio, R. (eds.) AI*IA 2013. LNCS (LNAI), vol. 8249, pp. 336\u2013347. Springer, Cham (2013). https:\/\/doi.org\/10.1007\/978-3-319-03524-6_29"},{"key":"10_CR16","unstructured":"Di Iorio, A., Nuzzolese, A.G., Peroni, S.: Towards the automatic identification of the nature of citations. In: SePublica (2013)"},{"key":"10_CR17","doi-asserted-by":"crossref","unstructured":"Ciancarini, P., et al.: Evaluating citation functions in CiTO: cognitive issues. In: European Semantic Web Conference (2014)","DOI":"10.1007\/978-3-319-07443-6_39"},{"key":"10_CR18","unstructured":"Lam, S.L., Lee, D.L.: Feature reduction for neural network based text categorization. In: The 6th IEEE International Conference on DASFAA (1999)"},{"key":"10_CR19","doi-asserted-by":"crossref","unstructured":"Tang, D., Qin, B., Liu, T.: Document modeling with gated recurrent neural network for sentiment classification. In: EMNLP (2015)","DOI":"10.18653\/v1\/D15-1167"},{"key":"10_CR20","unstructured":"Mikolov, T., et al.: Distributed representations of words and phrases and their compositionality. In: Advances in Neural Information Processing Systems (2013)"},{"key":"10_CR21","doi-asserted-by":"crossref","unstructured":"Teufel, S., Carletta, J., Moens, M.: An annotation scheme for discourse-level argumentation in research articles. In: Proceedings of the Nsinth Conference on European Chapter of the Association for Computational Linguistics (1999)","DOI":"10.3115\/977035.977051"},{"key":"10_CR22","doi-asserted-by":"crossref","unstructured":"Abdullatif, M.: Making the H-index more relevant: a step towards standard classes for citation classification. In: IEEE 29th International Conference on Data Engineering Workshops (ICDEW) (2013)","DOI":"10.1109\/ICDEW.2013.6547476"},{"key":"10_CR23","doi-asserted-by":"crossref","unstructured":"Abdullatif, M., Koh, Y.S., Dobbie, G.: Unsupervised semantic and syntactic based classification of scientific citations. In: Big Data Analytics and Knowledge Discovery (2015)","DOI":"10.1007\/978-3-319-22729-0_3"},{"issue":"2","key":"10_CR24","first-page":"249","volume":"22","author":"J Carletta","year":"1996","unstructured":"Carletta, J.: Assessing agreement on classification tasks: the kappa statistic. Comput. linguist. 22(2), 249\u2013254 (1996)","journal-title":"Comput. linguist."},{"key":"10_CR25","doi-asserted-by":"crossref","unstructured":"Teufel, S., Siddharthan, A., Tidhar, D.: Automatic classification of citation function. In: Proceedings of the Conference on Empirical Methods in Natural Language Processing (2006)","DOI":"10.3115\/1610075.1610091"},{"key":"10_CR26","unstructured":"Tudorache, T., Noy, N.F., Musen, M.A.: Collaborative protege: enabling community-based authoring of ontologies. In: Proceedings of the International Conference on Posters and Demonstrations, vol. 401 (2008)"},{"key":"10_CR27","unstructured":"Xu, B., et al.: Empirical evaluation of rectified activations in convolutional network. arXiv preprint arXiv:1505.00853 (2015)"},{"issue":"1","key":"10_CR28","first-page":"2493","volume":"12","author":"R Collobert","year":"2011","unstructured":"Collobert, R., et al.: Natural language processing (almost) from scratch. J. Mach. Learn. Res. 12(1), 2493\u20132537 (2011)","journal-title":"J. Mach. Learn. Res."},{"key":"10_CR29","doi-asserted-by":"crossref","unstructured":"Perozzi, B., Al-Rfou, R., Skiena, S.: Deepwalk: online learning of social representations. In: Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (2014)","DOI":"10.1145\/2623330.2623732"},{"key":"10_CR30","doi-asserted-by":"crossref","unstructured":"Goyal, R.D.: Knowledge based neural network for text classification. In: IEEE International Conference on Granular Computing (2007)","DOI":"10.1109\/GRC.2007.4403158"},{"key":"10_CR31","doi-asserted-by":"publisher","first-page":"317","DOI":"10.1023\/B:INRT.0000011209.19643.e2","volume":"7","author":"F Peng","year":"2004","unstructured":"Peng, F., Schuurmans, D., Wang, S.: Augmenting naive Bayes classifiers with statistical language models. Inf. Retr. 7, 317\u2013345 (2004)","journal-title":"Inf. Retr."},{"key":"10_CR32","doi-asserted-by":"crossref","unstructured":"Sriram, B., et al.: Short text classification in Twitter to improve information filtering. In: Proceedings of the 33rd international ACM SIGIR Conference on Research and Development in Information Retrieval (2010)","DOI":"10.1145\/1835449.1835643"}],"container-title":["Communications in Computer and Information Science","Learning Technology for Education Challenges"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-95522-3_10","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,10,14]],"date-time":"2024-10-14T15:04:55Z","timestamp":1728918295000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-319-95522-3_10"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018]]},"ISBN":["9783319955216","9783319955223"],"references-count":32,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-95522-3_10","relation":{},"ISSN":["1865-0929","1865-0937"],"issn-type":[{"type":"print","value":"1865-0929"},{"type":"electronic","value":"1865-0937"}],"subject":[],"published":{"date-parts":[[2018]]}}}