참고문헌
- Aanen, S. S., Vandic, D., and Frasincar, F., "Automated product taxonomy mapping in an e-commerce environment," Expert Systems with Applications, Vol. 42, No. 3, pp. 1298-1313, 2015. https://doi.org/10.1016/j.eswa.2014.09.032
- Abels, S. and Hahn, A., "Automatic Classification and Re-Classification of Product Data in e-Business," 2005 Symposium on Applications and the Internet Workshops (SAINT 2005 Workshops), pp. 350-353, 2005.
- Cortez, E., Rojas Herrera, M., da Silva, A. S., De Moura, E. S., and Neubert, M., "Lightweight Methods for Large-Scale Product Categorization," Journal of the American Society for Information Science & Technology, Vol. 62, No. 9, pp. 1839-1848, 2011. https://doi.org/10.1002/asi.21586
- Dalal, M. K. and Zaveri, M. A., "Automatic Text Classification: a Technical Review," International Journal of Computer Applications, Vol. 28, No. 2, pp. 37-40, 2011. https://doi.org/10.5120/3358-4633
- Goumy, S. and Mejri, M.-A., "Ecommerce Product Title Classification," In SIGIR 2018 Workshop on eCommerce, 2018.
- Ha, J. W., Pyo, H., and Kim, J., "Large-scale item categorization in e-commerce using multiple recurrent neural networks," In Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, pp. 107-115, 2016.
- Khoo, A., Marom, Y., and Albrecht, D., "Experiments with sentence classification," Proceedings of the Australasian Language Technology Workshop 2006, pp. 18-25, 2006.
- Kil, H.-H., "The Study of Korean Stopwords list for Text mining," URIMALGEUL : The Korean Language and Literature, Vol. 78, pp. 1-25, 2018. https://doi.org/10.18628/URIMAL.78..201809.1
- Kim, Y., "Convolutional neural networks for sentence classification," Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing, pp. 1746-1751, 2014.
- Kozareva, Z., "Everyone likes shopping! multi-class product categorization for ecommerce," Proceedings of the 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, pp. 1329-1333, 2015,
- Krishnan, A. and Amarthaluri, A., "Large Scale Product Categorization using Structured and Unstructured Attributes," KDD '19. Mar 2019.
- LeCun, Y., Bengio, Y., and Hinton, G., "Deep Learning," Nature, Vol. 521, pp. 436-444, 2015. https://doi.org/10.1038/nature14539
- Lee, D. J., Hwang, I. B., and Lee, S.-G., "Efficient Management of Statistical Information of Keywords on E-Catalogs," The Jounal of Society for e-Business Studies, Vol. 14, No. 4, pp. 1-17, 2009.
- Lee, T., Lee, I.-H., Lee, S. K., Lee, S.-G., Kim, D. K., Chun, J. H., Lee, H., and Shim, J. H., "Building an Operational Product Ontology System," Electronic Commerce Research and Applications, Vol. 5, No. 1, pp. 16-28, 2006. https://doi.org/10.1016/j.elerap.2005.08.005
- Lin, Y.-C., Das, P., Trotman, A., and Kallumadi, S., "A Dataset and Baselines for e-Commerce Product Categorization," 2019 ACM SIGIR International Conference on Theory of Information Retrieval, pp. 213-216, 2019.
- Shen, D., Ruvini, J.-D., and Sarwar, B., "Large-scale item categorization for e-commerce," Proceedings of the 21st ACM international conference on Information and knowledge management (CIKM '12), pp. 595-604, 2012.
- Shen, D., Ruvini, J.-D., Mukherjee, R., and Sundaresan, N., "A study of smoothing algorithms for item categorization on e-commerce sites," Neurocomputing, Vol. 92, pp. 54-60, 2012. https://doi.org/10.1016/j.neucom.2011.08.035
- Skinner, M., "Product Categorization with LSTMs and Balanced Pooling Views," In SIGIR 2018 Workshop on eCommerce, 2018.
- Suzuki, S., Iseki, Y., Shiino, H., Zhang, H., Iwamoto, A., and Takahashi, F., "Convolutional Neural Network and Bidirectional LSTM Based Taxonomy Classification Using External Dataset at SIGIR eCom Data Challenge," In SIGIR 2018 Workshop on eCommerce, 2018.
- Xia, Y., Levine, A., Das, P., Di Fabbrizio, G., Shinzato, K., and Datta, A., "Large-Scale Categorization of Japanese Product Titles Using Neural Attention Models," In Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics, Vol. 2, pp. 663-668, 2017.
- Yeon, J. H., Lee, D. J., Shim, J. H., and Lee, S.-G., "Product Review Data and Sentiment Analytical Processing Modeling," The Jounal of Society for e-Business Studies, Vol. 16, No. 4, pp. 125-137, 2011. https://doi.org/10.7838/jsebs.2011.16.4.125
- Yu, W., Sun, Z., Liu, H., Li, Z., and Zheng, Z., "Multi-level Deep Learning based E-commerce Product Categorization," In SIGIR 2018 Workshop on eCommerce, 2018.
- Zahavy, T., Magnani, A., Krishnan, A., and Mannor, S., "Is a picture worth a thousand words? A Deep Multi-Modal Fusion Architecture for Product Classification in e-commerce," CoRR, Vol. abs/1611.09534, 2016.