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Microsoft Concept Graph:Mining Semantic Concepts for Short Text Understanding
Keywords:Knowledge Extraction;Conceptualization;Text Understanding
doi:10.1162/dint_a_00013
| PDF

Published: March 11, 2019
Views:805
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
doi:10.1162/dint_a_00012
| PDF

Published:
Views:55
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
Views:142
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
Views:726
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...
User Profiling for CSDN: Keyphrase Extraction, User Tagging and User Growth Value Prediction
Authors: Guoliang Xing, Hao Gao, Qi Cao et al.
Institution:Institute of Computing Technology, Chinese Academy of Sciences
Keywords:User profiling; Keyphrase extraction; User tagging; Growth value prediction; Word embedding
Issue 2, 2018 | PDF

Published:
Views:828
Abstract: The Chinese Software Developer Network (CSDN) is one of the largest information technology communities and service platforms in China. This paper describes the user profiling for CSDN, an evaluatio...