My Info.
| Name | Kazutaka SHIMADA | |
| Position | Professor | |
| Affiliation | Department of Artificial Intelligence Kyushu Institute of Technology | |
| Address | 680-4 Iizuka Fukuoka 820-8502 Japan | |
| shimada-at-ai.kyutech.ac.jp ** Please replace ``-at-'' with ``@''. ** |
Research
Current research interests:
Sentiment Analysis, Multi-party Conversation Understanding and Summarization, Multimodal Interpretation
Past research interests:
Table Analysis, Information Extraction, Speech Understanding, Multimodal InterfaceSelected Papers
- Layer Configurations of BERT for Multitask Learning and Data Augmentation [link]
- Niraj Pahari and Kazutaka Shimada
- Journal of Advanced Computational Intelligence and Intelligent Informatics, Vol. 28. No. 1, pp. 29-40, 2024.
- Automated Scoring of Logical Consistency of Japanese Essay
- Sayaka Nakamoto and Kazutaka Shimada
- Proceedings of the 24th International Conference on Artificial Intelligence in Education, AIED 2023, Late Breaking Results, 2023.
- Annotation and multi-modal methods for quality assessment of multi-party discussion
- Tsukasa Shiota and Kazutaka Shimada
- Proceedings of PACLIC36, 2022.
- A Compression-Based Multiple Subword Segmentation for Neural Machine Translation [link]
- Keita Nonaka, Kazutaka Yamanouchi, Tomohiro I, Tsuyoshi Okita, Kazutaka Shimada, and Hiroshi Sakamoto
- Electronics 2022, 11, 1014, 13 pages, 2022.
- Discussion Structure Prediction Based on Two-step Method [pdf]
- Takumi Himeno and Kazutaka Shimada
- Proceedings of Recent Advances in Natural Language Processing, RANLP 2021, pp. 543-551, 2021.
- Development and Application of Leader Identification Model Using Multimodal Information in Multi-party Conversations [link]
- Tsukasa Shiota, Koki Honda, Kazutaka Shimada, and Takeshi Saitoh
- International Journal of Asian Language Processing, 2021.
- The Discussion Corpus toward Argumentation Quality Assessment in Multi-Party Conversation
- Tsukasa Shiota and Kazutaka Shimada
- Proceedings of the 9th International Conference on Learning Technologies and Learning Environments, 2020.
- Don't beat a dead horse: Recognizing a person who returns to a done-deal in a multi-party conversation
- Shunsuke Yonemitsu and Kazutaka Shimada
- Proceedings of the 8th International Conference on Smart Computing and Artificial Intelligence, 2020.
- Sarcasm Detection Using RNN with Relation Vector [link]
- Satoshi Hiai and Kazutaka Shimada
- The International Journal of Data Warehousing and Mining (IJDWM), Volume 15, Issue 4, pp. 66-78, 2019.
- Acquisition of Knowledge with Time Information from Twitter [link]
- Kohei Yamamoto and Kazutaka Shimada
- Proceedings of IALP2019, 2019.
- Automatic Training Data Construction and Extractive Supervised Summarization for NTCIR-14 QA Lab-PoliInfo [link]
- Satoshi Hiai, Yuka Otani, Takashi Yamamura and Kazutaka Shimada
- NII Testbeds and Community for Information Access Research. NTCIR 2019. Lecture Notes in Computer Science,11966, pp 97-109, Springer, \
2019
* Post-Proceedings of NTCIR 14 (Selected and revised papers)
- Timing Prediction of Facilitating Utterance in Multi-party Conversation [pdf]
- Tomonobu Sembokuya and Kazutaka Shimada
- Computational Linguistics. PACLING 2019. Communications in Computer and Information Science, vol 1215. Springer, Singapore.
- Dialogue Act Annotation and Identification in a Japanese Multi-party Conversation Corpus [pdf]
- Takashi Yamamura, Masato Hino and Kazutaka Shimada
- Proceedings of Asia-Pacific Corpus Linguistics Conferenc (APCLC2018).
- Discussion map with an assistant function for decision-making: a tool supporting consensus-building [link]
- Ryunosuke Kirikihira and Kazutaka Shimada
- Proceedings of the tenth International Conference on Collaboration Technologies (CollabTech 2018), pp. 3-18, 2018.
- Analysis of facilitators' behaviors in multi-party conversations for constructing a digital facilitator system [link]
- Tsukasa Shiota, Takashi Yamamura and Kazutaka Shimada
- Proceedings of the tenth International Conference on Collaboration Technologies (CollabTech 2018), pp.145-158, 2018.
- Annotation and Analysis of Extractive Summaries for the Kyutech Corpus [pdf]
- Takashi Yamamura and Kazutaka Shimada
- Proceedings of the 11th edition of the Language Resources and Evaluation Conference (LREC 2018), pp. 3216-3220, 2018.
- Stock market prediction using keywords from expert articles [link]
- Ko Ichinose and Kazutaka Shimada
- Proceedings of the 3rd International Conference on Soft Computing and Data Mining 2018 (SCDM 2018).
- Sarcasm detection Using Features Based on Indicator and Roles [link]
- Satoshi Hiai and Kazutaka Shimada
- Proceedings of the 3rd International Conference on Soft Computing and Data Mining 2018 (SCDM 2018).
- Sports game summarization based on sub-events and game-changing phrases [link]
- Yuuki Tagawa and Kazutaka Shimada
- New Trends in E-Service and Smart Computing, Springer, 2018.
- Simple and sophisticated inning summary generation based on encoder-decoder model and transfer learning
- Yuuki Tagawa and Kazutaka Shimada
- Proceedings of the 21st International Conference on Asian Language Processing (IALP), 2017.
- Image based Attention Estimation for Interaction Scene
- Rinko Komiya, Takeshi Saitoh and Kazutaka Shimada
- International Conference on ICT Robotics (ICT-ROBOT2017), 2017.
- The Kyutech corpus and the topic segmentation using a combined method [pdf]
- Takashi Yamamura, Kazutaka Shimada and Shintaro Kawahara
- Proceedings of the 12th Workshop on Asian Language Resources, pp. 95-104, 2016.
- Generating abstractive summaries of sports games from Japanese tweets [link]
- Yuuki Tagawa and Kazutaka Shimada
- Proceedings of the 7th International Conference on E-Service and Knowledge Management (ESKM 2016), 2016.
- A Sarcasm Extraction Method Based on Patterns of Evaluation Expressions [link]
- Satoshi Hiai and Kazutaka Shimada
- Proceedings of the 7th International Conference on E-Service and Knowledge Management (ESKM 2016), 2016.
- Stock market prediction from news on the Web and a new evaluation approach in trading [link]
- Ko Ichinose and Kazutaka Shimada
- Proceedings of the 7th International Conference on E-Service and Knowledge Management (ESKM 2016), 2016.
- KitAi-QA: a Question Answering System for NTCIR-12 QALab-2 (* Oral presentation and Unrefereed publication) [pdf]
- Shuji Fukamachi and Kazutaka Shimada
- Proceedings of the 12th NTCIR Conference , QALab2, 2016.
- The Kyutech corpus: a multi-party conversation corpus on a decision-making task [PDF in Japanese]
- Kazutaka Shimada, Takashi Yamamura, Shintaro Kawahara, Giuseppe Carenini, Raymond Ng
- Proceedings of the 22nd Annual Meeting of The Association for Natural Language Processing, pp. 1097-1100, 2016.
- Trouble information extraction based on a bootstrap approach from Twitter [pdf]
- Kohei Kurihara and Kazutaka Shimada
- Proceedings of the 29th Pacific Asia Conference on Language, Information and Computation (PACLIC29), pp.471-479, 2015.
- Multi-aspects Rating Prediction Using Aspect Words and Sentences [pdf]
- Takuto Nakamuta and Kazutaka Shimada
- Proceedings of the 29th Pacific Asia Conference on Language, Information and Computation (PACLIC29), pp.513-521, 2015.
- Extractive Summarization Based on a Combined Method Using Several Features for Multi-Party Conversation [pdf]
- Yo Tokunaga and Kazutaka Shimada
- ACIS International Journal of Computer and Information Science, Vol. 16, No. 2, pp. 12-21, 2015. (to appear)
- On-site likelihood identification of tweets using a two-stage method [link]
- Kazutaka Shimada, Yurie Onitsuka, Shunsuke Inoue and Tsutomu Endo
- Tourism Informatics: Towards novel knowledge based approaches, Springer, pp.77-90, 2015.
- The effectiveness of time sequence information on a sightseeing spot recommender [link]
- Kazutaka Shimada, Hisashi Uehara and Tsutomu Endo
- Tourism Informatics: Towards novel knowledge based approaches, Springer, pp.135-150, 2015.
- KitAi-VAL: Textual Entailment Recognition System for NTCIR-11 RITE-VAL [paper] [poster] (*Unrefereed publication)
- Ayaka Morimoto, Kenta Kurashima, Yo Tokunaga and Kazutaka Shimada
- Proceedings of the 11th NTCIR Conference , 2014.
- Understanding level estimation using discussion maps for supporting consensus-building [link]
- Hironobu Takagi and Kazutaka Shimada
- 18th International Conference in Knowledge Based and Intelligent Information and Engineering Systems - KES2014, pp. 786-793, 2014.
- A comparative study of potential-of-interest days on a sightseeing spot recommender [paper]
- Kazutaka Shimada, Hisashi Uehara and Tsutomu Endo
- International Workshop on Sustainable Tourism Innovations and Information Systems (STIIS2014), 2014.
- Multi-party conversation summarization based on sentence selection using verbal and nonverbal information [paper]
- Yo Tokunaga and Kazutaka Shimada
- 2nd International Conference on Smart Computing and Artificial Intelligence (ICSCAI 2014), 2014
- Conversation summarization using machine learning and scoring method [paper]
- Kazutaka Shimada, Shinpei Toyodome, and Tsutomu Endo
- Proceedings of the 13th Conference of the Pacific Association for Computational Linguistics (PACLING2013), 2013.
- KitAi: Textual Entailment Recognition System for NTCIR-10 RITE2 [paper] [poster] (*Unrefereed publication)
- Kazutaka Shimada, Yasuto Seto, Mai Omura and Kohei Kurihara
- Proceedings of the 10th NTCIR Conference , 2013.
- Person Identification Using Top-View Image with Depth Information [link]
- Daichi Kouno, Kazutaka Shimada and Tsutomu Endo
- International Journal of Software Innovation (IJSI) , Vol. 1, Issue 2, pp.67-79, 2013.
*This article is an extend version of SNPD2012.
- Cooperation Level Estimation of Pair Work Using Top-view Image [PDF]
- Katsuya Sakaguchi and Kazutaka Shimada
- Proceedings of the 14th International Symposium on Advanced Intelligent
Systems (ISIS2013). (Session Best Paper Award)
- Supporting consensus-building and management of conversation using tablet terminals [PDF]
- Hironobu Takagi and Kazutaka Shimada
- IEICE HCG Symposium, 2013 (in Japanese).
- Twitter Sentiment Analysis Based on Writing Style [link]
- Hiroshi Maeda, Kazutaka Shimada and Tsutomu Endo
- Proceedings of 8th International Conference on Natural Language Processing JapTAL 2012, 2012, to appear
- A Combined Method Based on SVM and Online Learning with HOG for Hand Shape Recognition [link]
- Kazutaka Shimada, Ryosuke Muto, and Tsutomu Endo
- Journal of Advanced Computational Intelligence and Intelligent Informatics, Vol.16, No.5, 2012.
- A Person Identificatio Method Using a Top-view Head Image from an Overhead Camera [link]
- Ryota Nakatani, Daichi Kouno, Kazutaka Shimada, Tsutomu Endo
- Journal of Advanced Computational Intelligence and Intelligent Informatics, Vol.16, No.5, 2012.
- Hot spot detection in multi-party conversation using laughing feature [PDF]
- Kazutaka Shimada, Akihiro Kusumoto, Takahiko Yokoyama and Tsutomu Endo
- IEICE SIG-NLC, 25-30, 2012. (Best Paper Award) (in Japanese)
- Multi-aspects review summarization with objective information [link]
- Kazutaka Shimada, Ryosuke Tadano, Tsutomu Endo
- Procedia: Social and Behavioral Sciences, Special Issues - Computational Linguistics and Related Fields, Vol. 27, pp. 140-149, 2011.
- Aspect Identification of Sentiment Sentences Using A Clustering Algorithm [link]
- Masashi Hadano, Kazutaka Shimada, Tsutomu Endo
- Procedia: Social and Behavioral Sciences, Special Issues - Computational Linguistics and Related Fields, Vol. 27, pp. 22-31, 2011.
- Analyzing Tourism Information on Twitter for a Local City [pdf]
- Kazutaka Shimada, Shunsuke Inoue, Hiroshi Maeda and Tsutomu Endo
- Proceedings of SSNE2011, International Workshop on Innovative Tourism, 2011.
- Person Identification Using Top-view Image with Depth Information [pdf]
- Daichi Kouno, Kazutaka Shimada and Tsutomu Endo
- Proceedings of 13th ACIS International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD 2012), pp. 140-145, 2012.
- Developing of Interactive e-Learning System with Dialogue [link]
- Sayaka Minewaki, Kazutaka Shimada and Tsutomu Endo
- Proceedings of ICIS '12 and the 2012 IEEE/ACIS 11th International Conference on Computer and Information Science, pp. 272-276, 2012.
- A person identification method using facial, clothing and time feature [pdf]
- Kazuaki Komatsu, Kazutaka Shimada and Tsutomu Endo
- Proceedings of 2nd International Workshop on Advanced Computational Intelligence and Intelligent Informatics (IWACIII2011), GS4-2, 2011. (Session Best Presentation)
- A Person Identification Method Using a Top-view Head Image from an Overhead Camera [pdf]
- Ryota Nakatani, Daichi Kouno, Kazutaka Shimada and Tsutomu Endo
- Proceedings of 2nd International Workshop on Advanced Computational Intelligence and Intelligent Informatics (IWACIII2011), SS4-1, 2011.
- A Combined Method Based on SVM and Online Learning with HOG for Hand Shape Recognition [pdf]
- Kazutaka Shimada, Ryosuke Muto and Tsutomu Endo
- Proceedings of 2nd International Workshop on Advanced Computational Intelligence and Intelligent Informatics (IWACIII2011), SS4-3, 2011.
- Interactive Aspect Summarization Using Word-Aspect Relations for Review Documents [pdf]
- Shimada Kazutaka, Yamaumi Masashi, Tadano Ryosuke, Hadano Masashi, Endo Tsutomu
- Proceedings of the 5th International Conference on Soft Computing and Intelligent Systems and 11th International Symposium on Advanced Intelligent Systems (SCIS & ISIS 2010), TH-A3-4, pp.183-188, 2010.
- Combination of 3 types of speech recognizers for anaphora resolution [pdf]
- Kazutaka Shimada, Noriko Tanamachi and Tsutomu Endo
- Proceedings of the 24nd Pacific Asia Conference on Language, Information and Computation (PACLIC24), pp. 281-290, 2010.
- A Hierarchical Multiple Recognizer for Robust Speech Understanding [LNCS]
- Takahiko Yokoyama, Kazutaka Shimada and Tsutomu Endo
- Proceedings of The Pacific Rim International Conference on Artificial Intelligence (PRICAI),LNAI 6230, pp. 706-712, 2010.
- Multi-aspects Review Summarization Based on Identification of Important Opinions and their Similarity [pdf]
- Ryosuke Tadano, Kazutaka Shimada and Tsutomu Endo
- Proceedings of the 24nd Pacific Asia Conference on Language, Information and Computation (PACLIC24), pp. 685-692, 2010.
- Web image retrieval for abstract queries using text and image information [LNCS]
- Kazutaka Shimada, Suguru Ishikawa and Tsutomu Endo
- Proceedings of The Fifth Asia Information Retrieval Symposium (AIRS 2009), LNCS 5839, Springer, pp.300-309, 2009.
- Effective construction and expansion of a sentiment corpus using an existing corpus and evaluative criteria estimation [pdf]
- Ryosuke Tadano, Kazutaka Shimada and Tsutomu Endo
- Proceedings of the 11th Conference of the Pacific Association for Computational Linguistics (PACLING2009), pp.211-216, 2009.
- Speech Understanding in a Multiple Recognizer with an Anaphora Resolution Process [pdf]
- Kazutaka Shimada, Akira Uzumaki, Mai Kitajima and Tsutomu Endo
- Proceedings of the 11th Conference of the Pacific Association for Computational Linguistics (PACLING2009), pp. 262-267, 2009.
- A Graph-based Approach for Sentiment Sentence Extraction [LNCS]
- Kazutaka Shimada, Daigo Hashimoto and Tsutomu Endo
- Lecture Notes in Artificial Intelligence, Vol. 5433, New Frontiers in Applied Data Mining, PAKDD 2008 International Workshops, Revised Selected Papers, pp. 38-48, 2009.
- Sentiment Sentence Extraction Using a Hierarchical Directed Acyclic Graph Structure and a Bootstrap Approach [pdf]
- Kazutaka Shimada, Daigo Hashimoto and Tsutomu Endo
- Proceedings of the 22nd Pacific Asia Conference on Language, Information and Computation (PACLIC22), pp.341-349, 2008.
- Seeing several stars: a rating inference task for a document containing several evaluation criteria [LNCS]
- Kazutaka Shimada and Tsutomu Endo
- Proceedings of the 12th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2008), pp. 1006-1014, 2008.
- An Effective Speech Understanding Method with a Multiple Speech Recognizer based on Output Selection using Edit Distance [pdf]
- Kazutaka Shimada, Satomi Horiguchi and Tsutomu Endo
- Proceedings of the 22nd Pacific Asia Conference on Language, Information and Computation (PACLIC22), pp.350-357, 2008.
- Acquisition of Synonyms Using Relations in Product Specification Tables [link]
- Tsunehito Seki, Kazutaka Shimada and Tsutomu Endo
- Systems and Computers in Japan, Vol. 38, No. 12, pp. 25-36, 2007.
- A case study of comparison of several methods for corpus-based speech intention identification [pdf]
- Kazutaka Shimada, Kaoru Iwashita and Tsutomu Endo
- Proceedings of the 10th Conference of the Pacific Association for Computational Linguistics (PACLING2007), pp. 255-262, 2007.
- Speech Understanding Based on Keyword Extraction and Relations Between Words
- Kazutaka Shimada, Tsutomu Endo and Sayaka Minewaki
- Computational Intelligence, Vol. 23, No. 1, pp. 45-60, 2007.
- Kazutaka Shimada, Tsutomu Endo and Sayaka Minewaki
- Movie Review Classification Based on a Multiple Classifier [pdf]
- Kimitaka Tsutsumi, Kazutaka Shimada and Tsutomu Endo
- Proceedings of the 21st Pacific Asia Conference on Language, Information and Computation (PACLIC21), pp. 481-488, 2007.
- Table Recognition Using Attribute Likelihood Computed from Words [pdf]
- Tsubasa Kitayama, Kazutaka Shimada and Tsutomu Endo
- Fourth Workshop on Learning with Logics and Logics for Learning (LLLL2006), the 20th Annual Conference of the Japanese Society for Artificial Intelligence, 2006 .
- Tsubasa Kitayama, Kazutaka Shimada and Tsutomu Endo
- Classification of evaluative sentences using sequential patterns [pdf]
- Ikuko Osajima, Kazutaka Shimada and Tsutomu Endo
- Proceedings of the 11nd Annual Meeting of The Association for Natural Language Processing (in Japanese), pp.448-451, 2005.
- Acquisition of new training data from unlabeled data for product specifications extraction [pdf]
- Kazutaka Shimada and Tsutomu Endo
- Proc. of PACLING2005, pp. 272-277, 2005. 8.
- Kazutaka Shimada and Tsutomu Endo
- Product Specifications Summarization and Product Ranking System using User's Requests [pdf]
- Revised Version of 13th European-Japanese Conference -
- Kazutaka Shimada and Tsutomu Endo
- Information Modelling and Knowledge Bases XV, IOS Press, pp. 315-331, 2004. 3.
- Kazutaka Shimada and Tsutomu Endo
- Multiform Summarization from Product Specifications [pdf]
- Kazutaka Shimada, Tetsuro Ito and Tsutomu Endo
- Proc. of PACLING2003, pp. 83-92, 2003. 8.
- Kazutaka Shimada, Tetsuro Ito and Tsutomu Endo
- Keyword and Weighting for Product Specifications Extraction [pdf]
- Kazutaka Shimada, Koji Hayashi and Tsutomu Endo
- Proc. of PACLING2003, pp. 285-293, 2003. 8.
- Kazutaka Shimada, Koji Hayashi and Tsutomu Endo
- Information Extraction from Personal Computer Specifications on the Web Using a User's Request [pdf]
- Kazutaka Shimada, Atsushi Fukumoto and Tsutomu Endo
- IEICE Transactions on Information and Systems, Vol E86-D, No. 8, pp. 1386-1395, 2003. 8.
- Kazutaka Shimada, Atsushi Fukumoto and Tsutomu Endo
Work Experience
- 2019 - present: Professor: Department of Artificial Intelligence, Kyushu Institute of Technology
- 2018.7 - 2020.3: Visiting Researcher at RIKEN AIP-FUJITSU Collaboration Center
- 2014.10 - 2015.8: Visiting Associate Professor at Natural Language Processing group, UBC (The University of British Columbia, Vancouver, CANADA)
- 2012 - 2019: Associate Professor: Department of Artificial Intelligence, Kyushu Institute of Technology
- 2002 - 2012: Research Associate: Department of Artificial Intelligence, Kyushu Institute of Technology
Education
- 1999 - 2002: Oita University (Energy and Environmental Engineering)
Doctor of Engineering - 1997 - 1999: Oita University (Master Course: Computer Science and Intelligent Systems)
Master of Engineering - 1993 - 1997: Oita University (Department of Computer Science and Intelligent Systems)
Bachelor of Engineering
Current Lab. members
- D2: Al-Mahmud, Niraj Pahari
- D1: Li Zhenming
- M2: Kotaro Inadome, Shin'nosuke Kawasaki, Jintaro Jimi, Hiroto Nakashima, Shunsuke Hashiguchi
- M1: Masaki Takeo, Sayaka Nakamoto, Haruka Motojima, Masaaki Yokoyama, Zhe Chencheng, Thanapat Lappromrattana
- Research student: Zhu Chencheng
Members in 2022
- D1: Al-Mahmud, Niraj Pahari
- M2: Sora Nishiyama, Yuuki Nomoto, Li Zhenming
- M1: Shin'nosuke Kawasaki, Jintaro Jimi, Hiroto Nakashima, Shunsuke Hashiguchi
- B4: Masaki Takeo, Sayaka Nakamoto, Haruka Motojima, Masaaki Yokoyama
- Research student: Zhu Chencheng
Members in 2021
- D1: Al-Mahmud, Niraj Pahari
- M2: Haruka Enomoto, Kotaro Hidaka, Shunsuke Yonemitsu, Xu XuFei
- M1: Sora Nishiyama, Yuuki Nomoto, Li Zhenming
- B4: Takahito Kuhara, Shin'nosuke Kawasaki, Jintaro Jimi, Hiroto Nakashima, Kaori Higuchi, Kazutoshi Taguchi
Link
- Kyushu Institute of Technology
- Department of Artificial Intelligence (Iizuka Campus)
- Google Scholar: Kazutaka Shimada
- DBLP: Kazutaka Shimada
- ResearchGate: Kazutaka Shimada
- I stayed in Natural Language Processing group, UBC (The University of British Columbia, Vancouver, CANADA) during my sabbatical leave.
- Giuseppe Carenini (UBC)
- Raymond T. Ng (UBC)