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ORCIDWI/IAT 2021: Hybrid Event / Melbourne, Australia
- Xiaoying Gao, Guangyan Huang, Jie Cao, Jian Cao, Ke Deng:
WI-IAT '21: IEEE/WIC/ACM International Conference on Web Intelligence, Hybrid Event / Melbourne, VIC, Australia, December 14 - 17, 2021 - Workshop/Special Session. ACM 2021, ISBN 978-1-4503-9187-0
Chapter 1: Spatial Temporal Data Management and Visualization for Food and Strategic Reserves
- Yansheng Qu, Xingfang Cheng, Yunxiao Wang
, Hua Sheng, Wenbin Zhang, Lu Hou, Jian Meng, Xie Wang:
User and Service Classification in Power Grid Management System based on Random Forest. 1-4 - Ming Li, Xingwang Han, Hua Huang, Jinchao Ni, Bo Cui, Hui Cheng, Mingfeng Liu, Xie Wang:
Improved LSTM Spatial-temporal Prediction Method for Power Grid IoT Analysis. 5-8 - Ning Li, Xue Liu, Ziyan Liu, Lin Mao, Lina Zhao, Xie Wang:
Anomaly Detection in Power Grid IoT System based on Isolated Forest. 9-12 - Guanqun Yang, Qiang Ma, Meng Liu, Qiang Zhangiu, Hao Xu, Xiaolu Chen:
The Unified Authority Platform based on High Performance Blockchain. 13-16 - Bingchan Li, Hongtao Ma, Bo Mao:
Multi-user Online Three-Dimensional Marine Oil Spill Crisis Response System. 17-21
Chapter 2: Special Track on Social Computing
- Azizi Ab Aziz, Nor Iadah Yusop, Zahurin Mat Aji, Zulkhairi Md. Dahalin:
A Computational Agent Model for Temporal Dynamic Analysis in Virtual Community Cohesion. 22-28 - Xiangtai Chen, Tao Tang, Jing Ren, Ivan Lee, Honglong Chen, Feng Xia:
Heterogeneous Graph Learning for Explainable Recommendation over Academic Networks. 29-36 - Tao Tang, Jie Hou, Teng Guo, Xiaomei Bai, Xue Tian, Azadeh Noori Hoshyar:
KIDNet: A Knowledge-Aware Neural Network Model for Academic Performance Prediction. 37-44 - Shiyu Han, Jiaying Liu, Bo Xu, Lianhua Chi, Ching-Hsien Hsu:
Network Completion with Auto-regressive Graph Generative Model. 45-53 - Justas Dautaras, Mihhail Matskin:
Mobile Crowdsensing with Imagery Tasks. 54-61 - Tatiana Ermakova, Benjamin Fabian, Michael Erhart, Thomas Czihal, Dominik von Stillfried:
Medical Inter-Specialty Referral Networks. 62-67 - Masato Kikuchi, Shun Shiramatsu, Ryota Kozakai, Tadachika Ozono:
Matching Social Issues to Technologies for Civic Tech by Association Rule Mining using Weighted Casual Confidence. 68-75
Chapter 3: ABCSS2021: The 6th International Workshop on Application of Big Data for Computational Social Science
- Atsushi Ueshima, Hiroki Takikawa:
Analyzing Vaccination Priority Judgments for 132 Occupations Using Word Vector Models. 76-82 - Kunihiro Miyazaki, Takayuki Uchiba, Kenji Tanaka, Kazutoshi Sasahara:
Characterizing the Anti-Vaxxers' Reply Behavior on Social Media. 83-89 - Johannes Schneider, Gramoz Sejfijaj, Jan vom Brocke:
COVID-19 Vaccine Discussion: Evidence from Twitter Data Using Text Mining. 90-96 - Shunsuke Hatadani:
Proposal for a Mathematical Model of the Hit Phenomenon Using Cumulative Values of Data. 97-100 - Amit Gill, Maddegedara Lalith, Yoshiki Ogawa, Hideyuki O.-tani, Tsuyoshi Ichimura, Kohei Fujita, Filippo Gatti, Muneo Hori:
Seamless Simulations of Earthquake Disasters and Economy at 1: 1 scale Utilizing Big-data. 101-108 - Takuro Okada, Fujio Toriumi, Maki Sakamoto:
A Study on Emotional Analysis Focusing on Onomatopoeia Used on SNS for the COVID-19. 109-116 - Kenta Tsukatsune, Tatsuya Konishi, Yuto Mizutani, Mori Kurokawa, Shuichiro Haruta, Tomoaki Saito:
Does Activeness Originate in Individuals or Groups? Analysis of the Interrelationships between Network Indices and Posts Using Multilevel Cross-Lagged Model. 117-125 - Kentaro Ueda, Kodai Sasaki, Hirohiko Suwa, Yuki Ogawa, Eiichi Umehara, Tatsuo Yamashita, Kota Tsubouchi, Keiichi Yasumoto:
Prediction of Nikkei VI increase for reducing investment risk using Yahoo! JAPAN stock BBS. 126-133
Chapter 4: NLPOE2021: 14th Natural Language Processing and Ontology Engineering
- Li Liu, Xuebo Li:
Bibliometric Analysis of TCM Knowledge Engineering Based on CNKI. 134-139 - Li Liu, Xuebo Li:
Research and Construction of Classical Formulas Knowledge Graph Based on Ontology. 140-143 - Ying Zhou, Yang Zhou, Juntong Dai, Xun Qin:
Corpus Annotation Research on Ancient Chinese Materia Medica Oriented to the System of Textual Knowledge Graph of Ancient Chinese Medical Literatures - Taking Shen Nong Ben Jing Jiao Zhu as An Example. 144-147 - Qingxu Wang, Rui Chen, Huajun He:
Study on the Personalized Recommendation Technology of Meteorological Network Course Resources∗. 148-152
Chapter 5: DASM21: International Workshop on Data Analytics on Social Media
- Flore Vancompernolle Vromman, François Fouss:
Filter bubbles created by collaborative filtering algorithms themselves, fact or fiction? An experimental comparison. 153-159 - Carson K. Leung, Evan W. R. Madill, Sehaj Pal Singh:
A Web Intelligence Solution to Support Recommendations from the Web. 160-167 - Shuyan Liu, Yue Chen:
Comparison of Variant Principal Component Analysis Using New RNN-based Framework for Stock Prediction. 168-175
Chapter 6: IDP: 10th International Workshop on Intelligent Data Processing
- Chuting Yu, Yu Li, Xinjie Yu:
A Method for Recognizing and Counting Residual Bait of Penaeus Vannamei Based on Deep Learning. 176-183 - Yuhan Gu, Zhenbiao He:
Consumer research based on the consumption of IP virtual derivatives. 184-191 - Chun Yin Tsui, Paolo Mengoni:
A Case Study of Clustering and Visualization With Clickstream Data Using UX2Vec. 192-196 - Mingzhen Ding, Ziyi Liu, Guohui Xu, Shudong Ding, Hao Lan Zhang:
EEG Spatial Analysis based on Brain thermogram Image Recognition. 197-202 - Jie Wang, Huaiwei Cong, Xin Wei, Baolian Qi, Jinpeng Li, Ting Cai:
X-ray Image Blind Denoising in Hybrid Noise Based on Convolutional Neural Networks. 203-212 - Xinbo Ren, Haiyuan Wu, Toshiyuki Imai, Yuxia Zhao, Takashi Kubo:
Semantic Segmentation of Atherosclerosis in Superficial Layer of IVOCT Images Using Deep Learning. 213-218 - Jing Bao:
Playbour in the Digital Games: A Case Study of Fantasy Westward Journey. 219-225 - Yan Liu, Zhihui Zhang, Baiying Xing, Jing Yuan, Chunyu Feng, Haolan Zhang:
An enhanced ARIMA model for EEG classification. 226-230
Chapter 7: SMA4H: Social Media Analytics for Health Intelligence (SMA4H): How Artificial Intelligence Transforms Healthcare
- Che-Yu Chang, Xiaoqin Shelley Zhang:
Analyzing the Association between Stroke and Chronic Diseases. 231-238 - Aryana Collins Jackson, Elisabetta Bevacqua, Pierre De Loor, Ronan Querrec:
A Computational Interaction Model for a Virtual Medical Assistant Using Situational Leadership. 239-247 - Saulo Mendes de Melo, André Lima Férrer de Almeida, Lívia Almada Cruz, Ticiana Linhares Coelho da Silva:
A Chat Recommender System for COVID-19 Support based in Textual Sentence Embeddings. 248-252
Chapter 8: XPERT4CQA: First International Workshop on eXPErt RecommendaTion for Community Question Answering (XPERT4CQA)
- Aman Lamichhane, Rupesh Bardewa, Komaljeet Kaur, Nandini Sidnal:
Knowledge Graph Based Recommender System for an Academic Domain - A Proposal. 253-258
Chapter 9: ACER: International Workshop on Affective Computing and Emotion Recognition
- Akash Singh Pawar, Ritu Sharma, S. Z. H. Zaidi, Anshuma Dubey, Swastik N. Sahoo, Tanmay Shende:
Personality Correlates, Emotional Intelligence among Late Adolescents with Internet Addiction. 259-262 - Ilia Zaitsev:
Affect-Predictive Models: Predicting Emotional Responses Directly to Stimuli. 263-267 - Valentina Franzoni, Niccolò Di Marco, Giulio Biondi, Alfredo Milani:
How Virtual Reality Influenced Emotional Well-being Worldwide During the Covid-19 Pandemics. 268-272 - Valentina Franzoni, Alina Elena Baia, Giulio Biondi, Alfredo Milani:
Producing Artificial Male Voices with Maternal Features for Relaxation. 273-277 - Fangfang Zhu-Zhou, Roberto Gil-Pita, Joaquín García-Gómez, Manuel Rosa-Zurera:
Noise and Codification Effect on Emotional Speech Classification Systems. 278-283
Chapter 10: WImBI21: Web Intelligence meets Brain Informatics
- Jianzhuo Yan, Qingcai Gao, Jianhui Chen, Yongchuan Yu:
A Water Quality Prediction Model Based on Knowledge- enhanced Deep Adversarial Network. 284-289 - Mengzhen Wang, Jianhui Chen, Shaofu Lin:
Medication Recommendation Based on a Knowledge-enhanced Pre-training Model. 290-294 - Lianfang Ma, Jianhui Chen, Ning Zhong:
Analyzing Neural Correlations Between Numerical Induction and Letter Induction Based on Data-Brain Driven Integration Evidence. 295-301 - Haiyan Zhou, Zezhou Zhao, Ziheng Gao, Lei Feng:
Identification of Depression Subtypes Based on EEG and Machine Learning. 302-306
Chapter 11: AI4SG: International Workshop on AI for Social Good in the Connected World
- Lizhong Yao, Tiantian He:
Fuzzy Community Detection with Multi-View Correlated Topics. 307-313 - Zhuanghu Lv, Jing Li, Dafeng Liu, Yue Peng, Benyun Shi:
STANN: Spatio-Temporal Attention-based Neural Network for Epidemic Prediction. 314-319 - Hao Xu, Fan Zhang, Zhanwei Du, Li Tao:
Insight into mobility patterns under COVID-19: A time-sequence-based approach. 320-326
Chapter 12: Special Track on Computational Complexity
- Chunyang Wu, Bei-Wei Zhang, Jinhai Li:
Denoising method of ECG signal with power threshold function under wavelet transform and smoothing filter✱. 327-333 - Zhiwang Zhang, Jing He, Jie Cao, Shuqing Li, Yimu Ji, Gang Qian, Xingsen Li, Kai Zhang, Pingjiang Wang:
Maximum Projection Distance Classifier for High Dimension and Low Sample Size Problems. 334-339 - Jia-Tao Huang, Hong-Liang Sun, Jie Cao, Lan Yi:
Identify Spammers in Rating Systems Using Multi-layer Graph Convolutional Network ✱. 340-346 - Aihua Li, Qiyuan Zhan, Weijia Xu, Yuejin Zhang:
Research on Tourism Prosperity Index Based on the Power Big Data. 347-352 - Yangqing Gu, Yu Yang, Heting Li:
Research and Application of Terminal Vulnerability Mining System of Electric Power Company Based on Artificial Intelligence. 353-359 - Yinghui Zhang, Yunxiao Wang, Ming Li, Bo Mao:
Online 3D Electricity Infrastructure Visualization based on Cesium Framework. 360-363 - Yuan Tian, Ning Li, Bo Mao:
Video Behavior Detection based on Optimized Alphapose in Electricity Facility Management. 364-367 - Qiang Tong, Meixue Sun, Bo Wang, Dianyu Liu:
AutoAno: Anomaly Localization with Self-supervised Multi-scale Feature and Multivariate Gaussian Estimation. 368-374 - Feng Wang, Jiading Jiang, Lingling Zhang:
Research on Ultra-Short-Term Wind Power Forecasting Based on Refactored Representation of Environmental Features. 375-379 - Xinguang Li, Zhihe Yang, Shuai Chen, Shanxian Ma:
Research on A Machine Scoring Method of Role-Play Section in English Oral Test. 380-386 - Chi Yang, Bo Zhou, Xiaohui Hu, Jianying Chen, Qianhua Cai, Yun Xue:
Dual-Channel Domain Adaptation Model. 387-392 - Guojun Lu, Haibo Yu, Yun Xue, Zhixun Qiu, Weiyu Zhong:
SCAN: Syntactic Knowledge and Commonsense Knowledge Adapter Based Network for Aspect-level Sentiment Classification. 393-399 - Yimu Ji, Xiaoying Xiao, Fei Wu, Fei Chen, Shangdong Liu:
BIDAC: Blockchain-enabled Identity-Based Data Access Control in IoT. 400-405 - Chunfang Dong, Xuchan Ju, Yue Ma:
HRS: Hybrid Recommendation System based on Attention Mechanism and Knowledge Graph Embedding. 406-413 - Yimu Ji, Feng Tian, Shangdong Liu, Si-si Shao, Kui Li, Qiang Liu, Zhaoxia Meng:
Time-aware Service Recommendation Algorithm Based on K-means and Low-rank Matrix Factorization. 414-420 - Wen Zhang, Guangjie Qin, Qiang Wang:
Handling Imbalance in Fraudulent Reviewer Detection based on Expectation Maximization and KL Divergence. 421-427 - Jianliang Gao, Cong Xu, Huiling Huang, Xiaoting Ying, Zhao Li, Peng Zhang, Jie Xiao, Jiarun Zhang, Jiangjian Luo:
Predicting Price-Limit-Hitting Stocks with Hierarchical Graph Neural Network. 428-432 - Sohaib Mustafa, Wen Zhang, Rui Li:
Does environmental awareness play a role in EV adoption? A value-based adoption model analysis with SEM-ANN approach. 433-440 - Wen Zhang, Jiangpeng Zhao, Song Wang:
SusTriage: Sustainable Bug Triage with Multi-modal Ensemble Learning. 441-448 - Mengjiao Guo, Chi-Hung Chi, Hui Zheng, Kai Zhang, Jing He:
Homomorphic Encryption based Subgraph Isomorphism Protocol in Blockchain. 449-456 - Tianmu Hu, Xiaodong Hu, Shuming Feng:
Hierarchical Coverage Location Model of Urban Power Emergency Service Point. 457-460 - Zhijie Han, Yinyun Fu, Xiaoyu Du:
Embedding Cube-Connected Cycles into Grid Network for Minimum Wirelength. 461-465 - Jie Li, Xiaoyu Du, Zhijie Han:
VBNet: A VLC Enabled Hybrid Data Center Network. 466-470 - Zhijie Han, Weiqiang Xue, Xiaoyu Du:
Research on Clustering Protocol in Mobile Ad Hoc Networks. 471-475 - Zhijie Han, Jialiang Lu, Xiaoyu Du:
Topology Design and Algorithm Analysis of VBCC in Hybrid Data Center Network. 476-480 - Zhijie Han, Yang Yang, Xiaoyu Du:
VHCN : A Hybrid Data Center Network Based on VLC Link. 481-485 - Xiaoyu Du, Keke Qin, Zhijie Han, Shuai Ding:
Hamiltonian Properties of Bidimensional Compound Networks. 486-490 - Libo Xu, Xingsen Li, Zhenrui Huang, Yucheng Sun, Jiagong Wang:
Integrated crossing pooling of representation learning for Vision Transformer. 491-496 - Sijing Yang, Aihua Li, Guijun Li:
Evaluation index system and methodology for actively responding to ageing population. 497-502 - Bingjie Li, Jianyu Miao, Tiejun Yang:
Overview of Deep Learning Based Cardiac MR Image Segmentation Methods. 503-509 - Bingbing Xiao, Chenguang Jin, Zheng Li, Bingnan Zhu, Xiaoruo Li, Dong Wang:
Proof of Importance: A Consensus Algorithm for Importance Based on Dynamic Authorization. 510-513 - Zhiqiang Gu, Yuejin Zhang:
Research on online medical community doctor recommendation based on information fusion. 514-519 - Mengjiao Guo, Chi-Hung Chi, Hui Zheng, Jing He, Xiaoting Zhang:
A Subgraph Isomorphism-based Attack Towards Social Networks. 520-528 - Yuanyuan Wu, Chi-Hung Chi, Jing He:
Effective Personalized Taxonomy Pruning for Identification of Relevant Knowledge Domain for Knowledge Support of User Interests. 529-536 - Jing He, Qi-Wei Kong, Ho-Chung Lui, Hai-Tao Liu, Yi-Mu Ji:
Linear Adjusting Programming in Factor Space. 537-541
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