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Social Media Processing: 5th National Conference, SMP 2016, Nanchang, China, October 2930, 2016, Proceedings 1st ed. 2016 [Pehme köide]

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  • Formaat: Paperback / softback, 288 pages, kõrgus x laius: 235x155 mm, kaal: 4628 g, 87 Illustrations, black and white; XIV, 288 p. 87 illus., 1 Paperback / softback
  • Sari: Communications in Computer and Information Science 669
  • Ilmumisaeg: 19-Oct-2016
  • Kirjastus: Springer Verlag, Singapore
  • ISBN-10: 981102992X
  • ISBN-13: 9789811029929
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  • Formaat: Paperback / softback, 288 pages, kõrgus x laius: 235x155 mm, kaal: 4628 g, 87 Illustrations, black and white; XIV, 288 p. 87 illus., 1 Paperback / softback
  • Sari: Communications in Computer and Information Science 669
  • Ilmumisaeg: 19-Oct-2016
  • Kirjastus: Springer Verlag, Singapore
  • ISBN-10: 981102992X
  • ISBN-13: 9789811029929
This book constitutes the thoroughly refereed proceedings of the 5th National Conference of Social Media Processing, SMP 2016, held in Nanchang, China, in October 2016.
The 24 revised full papers presented were carefully reviewed and selected from 109 submissions. The papers address issues such as: mining social media and applications; natural language processing; data mining; information retrieval; emergent social media processing problems.
Learning Cost-Effective Social Embedding for Cascade Prediction
1(13)
Wei Liu
Huawei Shen
Wentao Ouyang
Ge Fu
Li Zha
Xueqi Cheng
Missing and Spurious Interactions in Heterogeneous Military Networks
14(15)
Changjun Fan
Zhong Liu
Baoxin Xiu
Lianfei Yu
Predicting Best Answerers for New Questions: An Approach Leveraging Convolution Neural Networks in Community Question Answering
29(13)
Jian Wang
Jiqing Sun
Hongfei Lin
Hualei Dong
Shaowu Zhang
Encoding Dependency Representation with Convolutional Neural Network for Target-Polarity Word Collocation Extraction
42(12)
Yanyan Zhao
Shengqiu Li
Bing Qin
Ting Liu
Efficient Community Detection Based on Label Propagation with Belonging Coefficient and Edge Probability
54(19)
Xinmeng Zhang
Yuefeng Li
Shengyi Jiang
Bailin Xie
Xia Li
Qiansheng Zhang
Meixiu Lu
A Novel Approach for Relation Extraction with Few Labeled Data
73(12)
Xiaobin Wang
Yu Hong
Jianmin Yao
Qiaoming Zhu
Guodong Zhou
Segmenting and Characterizing Adopters of E-Books and Paper Books Based on Amazon Book Reviews
85(13)
Lu Guan
Yafei Zhang
Jonathan Zhu
Emotion Cause Extraction, A Challenging Task with Corpus Construction
98(12)
Lin Gui
Ruifeng Xu
Qin Lu
Dongyin Wu
Yu Zhou
Query Intent Detection Based on Clustering of Phrase Embedding
110(13)
Jiahui Gu
Chong Feng
Xiong Gao
Yashen Wang
Heyan Huang
Individual Friends Recommendation Based on Random Walk with Restart in Social Networks
123(11)
Jibing Gong
Xiaoxia Gao
Yanqing Song
Hong Cheng
Jingjing Xu
A Case Study on Active Learning for Event Extraction
134(9)
Kai Wang
Yingying Qiu
Yu Hong
Yadong Chen
Jianming Yao
Qiaoming Zhu
Guodong Zhou
Word Representation on Small Background Texts
143(8)
Lishuang Li
Zhenchao Jiang
Yang Liu
Degen Huang
Extracting Opinion Expression with Neural Attention
151(11)
Jiachen Du
Lin Gui
Ruifeng Xu
Topic Model Based Adaptation Data Selection for Domain-Specific Machine Translation
162(10)
Liang Yao
Mengyi Liu
Yu Hong
Hao Liu
Jianmin Yao
Early Detection of Promotion Campaigns in Community Question Answering
172(14)
Xin Li
Yiqun Liu
Min Zhang
Shaoping Ma
Generating User-oriented Text Summarization Based on Social Networks Using Topic Models
186(8)
Bo Xu
Hongfei Lin
Huihui Hao
Zhihao Yang
Jian Wang
Shaowu Zhang
Discovering Region Features Based on User's Comments
194(13)
Huangliang Sun
Olaoluwa Esho
Junling Liu
Lingyu Pang
Extraction of Expert Relations Integrated with Expert Topic and Associated Relationship Features
207(13)
Jiaying Hou
Zhengtao Yu
Yu Qin
Xudong Hong
Sina-Weibo Spammer Detection with GBDT
220(13)
Yang Qiao
Huaping Zhang
Min Yu
Yu Zhang
An Improved Top-N Recommendation for Collaborative Filtering
233(12)
Jiongxin Yang
Zhenyu Wang
Social Spammer Detection via Structural Properties in Ego Network
245(12)
Baochao Zhang
Tieyun Qian
Yiqi Chen
Zhenni You
News Events Elements Extraction Based on Undirected Graph
257(10)
Xian Li
Zhengtao Yu
Shengxiang Gao
Xudong Hong
Chunting Yan
An Unified One Class Collaborative Filtering Algorithm
267(7)
Gai Li
Chao-bo He
Liyang Wang
Jin-cai Pan
Qiang Chen
Lei Li
Knowledge Fragment Enrichment Using Domain Knowledge Base
274(13)
Jing Zhang
Honglei Zhuang
Yanglei Song
Jiawei Han
Yutao Zhang
Jie Tang
Juanzi Li
Author Index 287