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JIST2015 见闻

The JIST2015 conference held in Yichang, Hubei brought together 90 participants to discuss and present research papers focused on semantic technologies for knowledge management. Keynotes covered topics such as the web of data, LOD Laundromat, and the progress of knowledge-based question-answering. The conference also included an industrial forum highlighting the implementation of knowledge graphs in various fields.

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JIST2015 见闻

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  1. JIST2015 见闻 November 11-13, 2015 Yichang, Hubei

  2. 会议概况 • 参会人数90 • 录用研究论文14/43=33% • In-Use Track 2/6

  3. Keynotes 1. The Web of Data: Do we actually understand what we built? (Frank van Harmelen, VU University Amsterdam) • Graph-structure help us (degree, Pagerank,…) • LOD Laundromat: clean your dirty triples 2. Philosophy of Semantics-based Data Intensive Science (Hong-Gee Kim, Korea)

  4. Keynotes 3. The Progress of Knowledge-Based QA (Ming Zhou, Microsoft) • Template-based • Semantic parsing (CCG) • Open IE/QA (TextRunner, ReVerb, NELL,…) • Using IR (NLG, Graph search)

  5. Keynotes • Semantic parsing based QA (SP-QA) • … with CCG, DCS, SMT • IR based QA • QA over Freebase with multi-column convolutional neural networks (ACL2015)

  6. Keynotes 4. Recommendation for Web Search: From Big Data to Big Impact (Jizhou Huang, Baidu) KG based Recommendation: S+P P+ Nth e.g.第二高峰 inference multi-step P + value range

  7. Best research paper • Tong Ruan, Xu Dong, Haofen Wang and Yang Li. Evaluating and Comparing Web-Scale Extracted Knowledge Bases in Chinese and English • Guangyuan Piao, John Breslin and Safina Showkat Ara. Computing the Semantic Similarity of Resources in DBpedia for Recommendation Purposes • Wenrui Wu, Zhiyong Feng, Xiaowang Zhang, Xin Wang and Guozheng Rao. PROSE: A Plugin-based Paraconsistent OWL Reasoner

  8. Rathachai Chawuthai and Hideaki Takeda. RDF Graph Visualization by Interpreting Linked Data as Knowledge. http://rc.lodac.nii.ac.jp/rdf4u • Chenhao Zhu, Kan Ren, Xuan Liu, Haofen Wang, Yiding Tian and Yong Yu. A Graph Traversal Based Approach to Answer Non-Aggregation Questions Over Dbpedia • Andrew Walker, Panos Alexopoulos, Andrew Starkey, Jeff Z. Pan, José Manuel, Gómez-Pérez and Advaith Siddharthan. Answer Type Identification for Question Answering - Supervised Learning of Dependency Graph Patterns from Natural Language Questions

  9. Industrial Forum Program • e-Commerce Knowledge Graph (Alibaba Group) • Knowledge Graph and Customer Service (China Mobile) • Linked Data and Digital Art (Wanda Info) • Semantic Technologies for Medical Knowledge Management (Jimu Cloud) • Knowledge Graph and Digital Library (Zhoushan Library) • Big Data and Smart Retailer Analytics (Suning)

  10. KG+CSWC • Beijing • JIST2016 • Singapore

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