Welcome to Data Intelligence!
Classify by discipline

Editorial Office
National Science Library, Chinese Academy of Sciences
Address: 33 Beisihuan Xilu, Haidian, Beijing, 100190, P.R. China
Tel: +86-10-82626611 ext 6520
Tel(fax): +86-10-62537554
Email: data@mail.las.ac.cn
Website: http://www.data-intelligence.org

Publish (14) Online First (0) Advanced Search
Joint Entity and Event Extraction with Generative Adversarial Imitation Learning
Authors: Tongtao Zhang, Heng Ji, Avirup Sil
Institution:Computer Science Department, Rensselaer Polytechnic Institute, Troy, -, USA
Keywords:Information extraction;Event extraction;Imitation learning;Generative adversarial network

Published: March 19, 2019
Abstract: We propose a new framework for entity and event extraction based on generative adversarial imitation learning—an inverse reinforcement learning method using a generative adversarial network (GAN). ...
Microsoft Concept Graph:Mining Semantic Concepts for Short Text Understanding
Authors: Lei Ji, Yujing Wang, Botian Shi et al.
Institution:Microsoft Research Asia
Keywords:Knowledge Extraction;Conceptualization;Text Understanding

Abstract: Knowlege is important for text-related applications. In this paper, we introduce Microsoft Concept Graph, a knowledge graph engine that provides concept tagging APIs to facilitate the understanding...
Constructing a Scene-Based Knowledge System for E-Commerce Industries: Business Analysis and Challenges
Authors: Min Fu, Qiang Chen, Wei Lin et al.
Institution:Alibaba Group
Keywords:E-commerce business;Scene-based;Knowledge system;Product categorization;Business goals;Business challenges

Abstract: Online marketers make efforts to sell more products to their customers to increase turnover. One way to sell more products is to ensure that products belonging to the same scene are offered togethe...
An Evaluation of Chinese Human-Computer Dialogue Technology
Authors: Zhengyu Zhao, Weinan Zhang, Wanxiang Che et al.
Institution:Research Center for Social Computing and Information Retrieval, Harbin Institute of Technology, China
Keywords:Chinese human-computer dialogue evaluation;Evaluation data;User intent classification;Task-oriented dialogue
Issue 2, 2018 | PDF

Published: March 1, 2019
Abstract: The human-computer dialogue has recently attracted extensive attention from both academia and industry as an important branch in the field of artificial intelligence (AI). However, there are few st...
KB4Rec: A Data Set for Linking Knowledge Bases with Recommender Systems
Authors: Wayne Xin Zhao, Gaole He, Kunlin Yang et al.
Institution:Renmin University of China
Keywords:Knowledge-aware recommendation;Recommender system;Knowledge base
Issue 2, 2018 | PDF

Published: Dec. 19, 2018
Abstract: To develop a knowledge-aware recommender system, a key issue is how to obtain rich and structured knowledge base (KB) information for recommender system (RS) items. Existing data sets or methods ei...