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Dr. Bin GuoSchool of Computer Science Xi'an, Shaanxi, 710129, P. R. China Email: guobin.keio(AT)gmail.com |
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Google Scholar StatJournal Papers
Bin Guo, Yasan Ding, Lina Yao, Yunji Liang, Zhiwen Yu."The Future of False Information Detection on Social Media: New Perspectives and Trends", ACM Computing Surveys, 2021(IF: 6.748) [PDF]
Kaixuan Chen, Dalin Zhang, Lina Yao, Bin Guo, Zhiwen Yu, Yunhao Liu."Deep Learning for Sensor-based Human Activity Recognition: Overview, Challenges and Opportunities", ACM Computing Surveys, 2021(IF: 6.748)
Yan Liu, Bin Guo, Daqing Zhang, Djamal Zeghlache, Jingmin Chen, Sizhe Zhang, Dan Zhou, Xinlei Shi, Zhiwen Yu."MetaStore: A Task-Adaptative Meta-Learning Model for Optimal Store Placement with Multi-City Knowledge Transfer", ACM Transactions on Intelligent Systems and Technology, 2021 (IF: 2.861)
Shaoyang Hao, Bin Guo, Hao Wang, Yunji Liang, Lina Yao, and Zhiwen Yu."DeepDepict: Enabling Information Rich, Personalized Product Description Generation with the Deep Multiple Pointer Generator Network",ACM Transactions on Knowledge Discovery from Data, 2021(IF: 1.895)
Pei Wang, Bin Guo, Zhu Wang, Zhiwen Yu."ShopSense: Customer Localization in Multi-person Scenario with Passive RFID Tags", IEEE Transactions on Mobile Computing, 2020(IF: 4.474)
Yixuan Zhang, Jiaqi Liu, Bin Guo, Zhu Wang, Yunji Liang, Zhiwen Yu."App Popularity Prediction by Incorporating Time-Varying Hierarchical Interactions", IEEE Transactions on Mobile Computing, 2020(IF: 4.474)
Bin Guo,Yixuan Zhang, Jiaqi Liu, Yi Ouyang, Zhiwen Yu."Which App Is Going to Die? A Framework for App Survival Prediction with Multi-Task Learning", IEEE Transactions on Mobile Computing, 2020(IF: 4.474)
Yimeng Liu, Zhiwen Yu, Bin Guo, Qi Han, Jiangbin Su, and Jiahao Liao."CrowdOS: A Ubiquitous Operating System for Crowdsourcing and Mobile Crowd Sensing", IEEE Transactions on Mobile Computing, 2020(IF: 4.474)
Yi Ouyang, Bin Guo, Xing Tang, Xiuqiang He, Jian Xiong, and Zhiwen Yu."Mobile App Cross-Domain Recommendation with Multi-Graph Neural Network",ACM Transactions on Knowledge Discovery from Data, 2021(IF: 1.895)
Yan Liu, Bin Guo, Daqing Zhang, Djamal Zeghlache, Jingmin Chen, Ke Hu, Sizhe Zhang, Dan Zhou, and Zhiwen Yu."Knowledge Transfer with Weighted Adversarial Network for Cold-Start Store Site Recommendation",ACM Transactions on Knowledge Discovery from Data, 2020(IF: 1.895)
Zhu Wang, Zhiwen Yu, Xinye Lou, Bin Guo, Liming Luke Chen."Gesture-Radar: a Dual Doppler Radar Based System for Robust Recognition and Quantitative Profiling of Human Gestures", IEEE Transactions on Human-Machine Systems, vol. 51, no. 1, 2020, pp. 32-43(IF: 3.332)
En Xu, Zhiwen Yu, Bin Guo, and Helei Cui."Core Interest Network for Click-Through Rate Prediction", ACM Transactions on Knowledge Discovery from Data, 2020(IF: 1.895)
Hao Wang, Bin Guo, Wei Wu, Zhiwen Yu."Towards information-rich, logical text generation with knowledge-enhanced neural models", arxiv.org/abs/2003.00814, 2020
Huihui Chen, Bin Guo, Zhiwen Yu, Chundi Zheng, Aiguo Wang."The Framework of Increasing Drivers' Income on the Online Taxi Platforms", IEEE Transactions on Network Science and Engineering, vol. 7, no. 4, 2020, pp. 2182-2191
Yunji Liang, Sagar Samtani, Bin Guo, Zhiwen Yu."Behavioral Biometrics for Continuous Authentication in the Internet of Things Era: An Artificial Intelligence Perspective", IEEE Internet of Things, vol. 7, no. 9, 2020, pp. 9128-9143(IF: 9.515)
Chao Chen, Chaoxiong Chen, Chaocan Xiang,Songtao Guo,Zhu Wang,Bin Guo."ToiletBuilder: A PU Learning based Model for Selecting New Public Toilet Locations", IEEE Internet of Things, 2020 (IF: 9.515)
Chao Chen, Sen Yang, Yasha Wang, Bin Guo, Daqing Zhang."CrowdExpress: A Probabilistic Framework for On-Time Crowdsourced Package Deliveries", IEEE Transactions on Big Data, 2020
Bin Guo, Hao Wang, Yasan Ding, Shaoyang Hao, Yueqi Sun, Zhiwen Yu."Conditional Text Generation for Harmonious Human-Machine Interaction", ACM Transactions on Intelligent Systems and Technology, 2020 (IF: 2.861)
Yan Liu, Bin Guo, Nuo Li, Jing Zhang, Jingmin Chen, Daqing Zhang, Yinxiao Liu, Zhiwen Yu, Sizhe Zhang, Lina Yao."DeepStore: An Interaction-aware Wide&Deep Model for Store Site Recommendation with Attentional Spatial Embeddings", IEEE Internet of Things, vol. 6, no. 4, 2019, pp. 7319-7333[PDF] (IF: 9.515)
Bin Guo, Huihui Chen, Yan Liu, Chao Chen, Qi Han, Zhiwen Yu."From Crowdsourcing to Crowdmining:Using Implicit Human Intelligence for Better Understanding of Crowdsourced Data", World Wide Web Journal, vol. 23, no. 2, 2020, pp. 1101-1125 [PDF] (IF: 1.770)
Linbo Luo, Kexin Liu, Bin Guo, Jianfeng Ma."User Interaction-oriented community detection based on cascading analysis", Information Sciences, vol. 510, no. 2, 2020, pp. 70-88(IF: 5.524)
Zhu Wang, Zhiwen Yu, Bobo Zhao, Bin Guo, Chao Chen, Zhiyong Yu."EmotionSense: An Adaptive Emotion Recognition System Based on Wearable Smart Devices", ACM Transactions on Computing for Healthcare, 2020.
Yan Pan, Shining Li, Bingqi Li, Yu Zhang, Zhe Yang, Bin Guo, Ting Zhu."CDD: Coordinating Data Dissemination in heterogeneous IoT Networks", IEEE Communicasions Magazine, 2019 (IF: 10.435)
He Du, Zhiwen Yu, Bin Guo, Qi Han, Chao Chen."GroupShop: monitoring group shopping behavior in real world using mobile devices", Journal of Ambient Intelligence and Humanized Computing, 2020, pp. 1-12 (IF: 1.423)
Liang Wang, Rujun Guan, Zhiwen Yu, En Wang, Bin Guo, Qi Han."Failure-Aware Mobile Crowd Sensing: A Social Relationship-based Transfer Approach", IEEE Access, vol. 7, no. 1, 2019, pp. 186615-186625(IF: 4.098)
Chao Chen, Yan Ding, Zhu Wang, Junfeng Zhao, Bin Guo, Daqing Zhang."VTracer: When Online Vehicle Trajectory Compression Meets Mobile Edge Computing", IEEE Systems Journal, 2019 (IF: 4.463)
Bin Guo, Yasan Ding, Yueheng Sun, Shuai Ma, Ke Li."The Mass, Fake News, and Cognition Security", Frontiers of Computer Science, 2020 [PDF]
Zhu Wang, Zhiwen Yu, Renjie Fan, Bin Guo."Correcting Biases in Online Social Media Data Based on Target Distributions in the Physical World", IEEE Access, vol. 8, no. 1, 2020, pp. 15256 - 15264(IF: 4.098)
Jing Du, Bin Guo, Yan Liu, Liang Wang, Qi Han, Chao Chen, Zhiwen Yu."CrowDNet: Enabling a Crowdsourced Object Delivery Network based on Modern Portfolio Theory", IEEE Internet of Things, vol. 6, no. 5, 2019,pp. 9030-9041 (IF: 9.515)
Bin Guo, Ziqi Wang, Pei Wang, Tong Xin, Daqing Zhang, Zhiwen Yu. "DeepStore: Understanding of Customer Behaviors in Unmanned Stores", IEEE IT Professional, vol. 22, no. 3, 2020, pp. 55-63 (IF: 2.424)
Zhiyong Yu, Wenzhong Guo, Daqing Zhang, Leye Wang, Bin Guo."Cyber-Physical-Social-mediated Communication", IEEE IT Professional, 2019(IF: 2.424)
Bin Guo, Yan Liu, Yi Ouyang, Vincent W. Zheng, Daqing Zhang, Zhiwen Yu."Harnessing the Power of the General Public for Crowdsourced Business Intelligence: A Survey", IEEE Access, vol. 7, no. 1, 2019, pp. 26606-26630[PDF] (IF: 4.098)
Qingyang Li, Zhiwen Yu, Bin Guo, Huang Xu, Xinjinag Lu."Housing Demand Estimation based on Express Delivery Data", ACM Transactions on Knowledge Discovery from Data, 2019 (IF: 1.895)
Liang Wang, Zhiwen Yu, Dingqi Yang, Tao Ku, Bin Guo, Huadong Ma."Collaborative Mobile Crowdsensing in Opportunistic D2D Networks: A Graph-based Approach", ACM Transactions on Sensor Networks, 2019 (IF: 3.61)
Huihui Chen, Bin Guo, Zhiwen Yu, Liming Chen."A location-constrained crowdsensing task allocation method for improving user satisfaction", International Journal of Distributed Sensor Networks, vol. 15, no. 10, 2019, pp. 1-13 (IF: 3.61)
Jiangtao Wang, Feng Wang, Yasha Wang, Leye Wang, Zhaopeng Qiu, Daqing Zhang, Bin Guo, Qin Lv."HyTasker: Hybrid Task Allocation in Mobile Crowd Sensing", IEEE Transactions on Mobile Computing, vol. 19, no. 3, 2019, pp. 598-611 (IF: 4.474)
Yan Liu, Bin Guo, Chao Chen, He Du, Zhiwen Yu, Daqing Zhang, Huadong Ma."FooDNet: Toward an Optimized Food Delivery Network based on Spatial Crowdsourcing", IEEE Transactions on Mobile Computing, vol. 18, no.6, 2019, pp.1288-1301(IF: 4.474)
Yang Li, Yunlong Zhao, Bin Guo, Zhenhua Zhang, Qian Geng, Ran Wang."An Extendable Layered Architecture for Collective Computing to Support Concurrent Multi-sourced Heterogeneous Tasks", Mobile Networks and Applications, 2019, pp.1-15 (IF: 2.390)
Yi Ouyang, Bin Guo, Xinjiang Lu, Qi Han, Tong Guo, Zhiwen Yu."CompetitiveBike: Competitive Analysis and Popularity Prediction of Bike-Sharing Apps Using Multi-Source Data", IEEE Transactions on Mobile Computing, vol. 18, no. 8, 2019, pp. 1760-1773 (IF: 4.474)
Bin Guo, Yi Ouyang, Yang Guo, Longbing Cao, Zhiwen Yu."Enhancing Mobile App User Understanding and Marketing with Heterogeneous Crowdsourced Data: A Review", IEEE Access,vol. 7, no. 1, 2019, pp. 68557-68571 (IF: 4.098)
Huihui Chen, Bin Guo, Zhiwen Yu, Qi Han."CrowdTracking: Real-Time Vehicle Tracking Through Mobile Crowdsensing", IEEE Internet of Things, vol. 6, no. 5, 2019, pp. 7570-7583(IF: 9.515)
Zhiwen Yu, En Xu, He Du, Bin Guo, Lina Yao."Inferring User Profile Attributes from Multi-dimensional Mobile Phone Sensory Data", IEEE Internet of Things, vol. 6, no. 3, 2019, pp. 5152-5262(IF: 9.515)
Wenzhong Guo, Weiping Zhu, Zhiyong Yu, Bin Guo, Jiangtao Wang."A Survey of Task Allocation: Contrastive Perspectives from Wireless Sensor Networks and Mobile Crowdsensing", IEEE Access, vol. 7, no. 1, 2019, pp. 78406-78420 (IF: 3.557)
Bin Guo, Yan Liu, Leye Wang, Victor On-Kwok Li, Jacqueline C.K. Lam, Zhiwen Yu."Task Allocation in Spatial Crowdsourcing: Current State and Future Directions", IEEE Internet of Things, vol. 5, no. 3, 2018, pp. 1749-1764 (IF:9.515) [PDF]
Leye Wang, Bin Guo, Qiang Yang."Smart City Development with Transfer Learning", IEEE Computer, 2018, vol. 51, no. 12, pp. 32-41 (IF: 3.564)
Yafang Yang, Bin Guo, Zhu Wang, Mingyang Li, Zhiwen Yu, Xingshe Zhou."BehaveSense: Continuous Authentication for SecuritySensitive Mobile Apps using Behavioral Biometrics", Ad Hoc Networks, vol. 84, no. 3, 2019 (IF: 3.15)
Imane Lamiche, Bin Guo, Yao Jing, Zhiwen Yu, Abdenour Hadid."A Continuous Smartphone Authentication Method based on Gait Patterns and Keystroke Dynamics", Journal of Ambient Intelligence and Humanized Computing, vol. 10, no. 11, 2019, pp. 4417-4430 (IF: 1.423)
Zhiwen Yu, He Du, Dong Xiao, Zhu Wang, Qi Han, Bin Guo."Recognition of Human Computer Operations Based on Keystroke Sensing by Smartphone Microphone ", IEEE Internet of Things, vol. 5, no. 2, 2018, pp. 1156-1168 (IF: 9.515)
Tong Xin, Bin Guo, Zhu Wang, Pei Wang, Zhiwen Yu."FreeSense: Human-Behavior Understanding using Wi-Fi Signals", Journal of Ambient Intelligence and Humanized Computing, vol. 9, no. 5, 2018, pp. 1611-1622 (IF: 1.423)
Liang Wang, Zhiwen Yu, Daqing Zhang, Bin Guo, Chi Liu."Heterogeneous Multi-Task Assignment in Mobile Crowdsensing Using Spatiotemporal Correlation", IEEE Transactions on Mobile Computing, vol. 18, no. 1, 2019, pp. 84-97 (IF: 4.474)
Suiming Guo, Chao Chen, Yaxiao Liu, Ke Xu, Bin Guo, Dah Ming Chiu."How to pay less: a location-specific approach to predict dynamic prices in ride-on-demand services", IET Intelligent Transportation Systems, 2018 (IF: 1.194)
Bin Guo, Qi Han, Huihui Chen, Longfei Shangguan, Zimu Zhou, Zhiwen Yu."The Emergence of Visual Crowdsensing: Challenges and Opportunities", IEEE Communications Surveys and Tutorials, vol. 19, no. 4, 2017, pp. 2526-2543 (IF: 22.973)
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Bin Guo, Huihui Chen, Qi Han, Zhiwen Yu, Daqing Zhang, Yu Wang."Worker-Contributed Data Utility Measurement for Visual Crowdsensing Systems", IEEE Transactions on Mobile Computing, vol. 16, no. 8, 2017, pp. 2379-2391 (IF: 4.474)(ESI High Citation Paper)
Bin Guo,Yingying (Jennifer) Chen, Nic Lane, Yunxin Liu, Zhiwen Yu."Behavior Recognition based on WiFi CSI: Part 2", IEEE Communicasions Magazine, vol. 56, no. 5, 2018 (IF: 10.435)
Zhiwen Yu, Fei Yi, Qin Lv, Bin Guo."Identifying On-site Users for Social Events: Mobility, Content, and Social Relationship", IEEE Transactions on Mobile Computing, vol. 17, no. 9, 2018, pp. 2055-2068 (IF: 4.474)
Zhiwen Yu, Chao Ma, Zhu Wang, Bin Guo, Liming Chen."Fine-grained Emotion Role Detection Based on Retweet Information", ACM Transactions on Internet Technology,vol. 19, no. 1, 2019, pp. 1-23 (IF: 1.489)
Liang Wang, Zhiwen Yu, Qi Han, Bin Guo, Haoyi Xiong."Multi-objective Optimization based Allocation of Heterogeneous Spatial Crowdsourcing Tasks", IEEE Transactions on Mobile Computing, vol. 17, no. 7, 2018, pp. 1637-1650 (IF: 4.474)
Zhu Wang, Bin Guo, Zhiwen Yu, Xingshe Zhou."Wi-Fi CSI based Behavior Recognition: from Signals, Actions to Activities", IEEE Communications Magazine, vol. 56, no. 5, 2018, pp. 109-115 (IF: 10.435)
Qianru Wang, Bin Guo, Leye Wang, Tong Xin, He Du, Huihui Chen, Zhiwen Yu."CrowdWatch: Dynamic Sidewalk Obstacle Detection Using Mobile Crowd Sensing", IEEE Internet of Things, vol. 4, no. 6, 2017, pp.2159-2171 (IF: 9.515)
Yao Jing, Bin Guo, Zhu Wang, Victor O.K. Li; Jacqueline C.K. Lam, Zhiwen Yu."CrowdTracker: Optimized Urban Moving Object Tracking Using Mobile Crowd Sensing", IEEE Internet of Things, vol. 5, no. 5, 2018, pp. 3452-3463 (IF: 9.515)
Bin Guo, Yan Liu, Wenle Wu, Zhiwen Yu, Qi Han."ActiveCrowd: A Framework for Optimized Multi-Task Allocation in Mobile Crowdsensing Systems", IEEE Transactions on Human-Machine Systems, vol. 47, no. 3, 2017, pp. 392-403 (IF: 3.332)(ESI High Citation Paper)
Bin Guo,Yingying (Jennifer) Chen, Nic Lane, Yunxin Liu, Zhiwen Yu."Behavior Recognition based on WiFi CSI", IEEE Communicasions Magazine, vol. 55, no. 10, 2017 (IF: 10.435) [PDF]
He Du, Zhiwen Yu,Fei Yi, Zhu Wang, Qi Han, Bin Guo."Recognition of Group Mobility Level and Group Structure with Mobile Devices", IEEE Transactions on Mobile Computing, vol. 17, no. 4, 2018, pp. 884-897 (IF: 4.474)
Zhiyong Yu, Daqing Zhang, Zhu Wang, Bin Guo, Ioanna Roussaki, Kevin Doolin, and Ethel Claffey."Toward Context-Aware Mobile Social Networks", IEEE Communicasions Magazine, vol. 55, no. 10, 2017, pp. 168-175 (IF: 10.435)
Bin Guo, Huihui Chen, Wenqian Nan, Zhiwen Yu, Xing Xie, Daqing Zhang, Xingshe Zhou."TaskMe: Toward a Dynamic and Quality-Enhanced Incentive Mechanism for Mobile Crowd Sensing", International Journal of Human Computer Studies, vol. 102, no. 6, 2017, pp. 14-26 (IF: 2.863) (ESI High Citation Paper)
Bin Guo, Xing Xie, Raghu K. Ganti, Daqing Zhang, Zhu Wang."Special issue on mobile crowdsourcing", World Wide Web Journal, 2018, pp. 1-2 (IF: 1.623)
Tong Guo, Bin Guo, Yi Ouyang, Zhiwen Yu, Xingshe Zhou."CrowdTravel: Scenic Spot Profiling By Using Heterogeneous Crowdsourced Data", Journal of Ambient Intelligence and Humanized Computing, vol. 9, no. 6, Springer, 2017, pp. 2051-2060 (IF: 1.588)
Bin Guo, Huihui Chen, Zhiwen Yu, Xing Xie, Shenlong Huangfu, Daqing Zhang."FlierMeet: A Mobile Crowdsensing System for Cross-Space Public Information Reposting, Tagging, and Sharing", IEEE Transactions on Mobile Computing, vol. 14, no. 10, 2015, pp. 2020-2033 (IF: 4.474).
Bin Guo, Zhiwen Yu, Liming Chen, Xingshe Zhou, Xiaojuan Ma."MobiGroup: Enabling Lifecycle Support to Social Activity Organization and Suggestion with Mobile Crowd Sensing", IEEE Transactions on Human-Machine Systems, vol. 46, no. 3, 2016, 390-402 (IF: 3.332)
Huihui Chen, Bin Guo, Zhiwen Yu, Liming Chen, Xiaojuan Ma."A Generic Framework for Constraint-Driven Data Selection in Mobile Crowd Photographing", IEEE Internet of Things, vol. 4, no. 1, 2017, pp. 284-296 (IF: 9.515)
Liang Wang, Zhiwen Yu, Bin Guo, Ku Tao, Fei Yi."Moving Destination Prediction Using Sparse Dataset: A Mobility Gradient Descent Approach", ACM Transactions on Knowledge Discovery from Data , vol. 11, no. 3, 2017(IF: 1.895)
Chao Chen, Xia Chen, Leye Wang, Xiaojuan Ma, Zhu Wang, Kai Liu, Bin Guo and Zhen Zhou."MA-SSR: A Memetic Algorithm for Skyline Scenic Routes Planning Leveraging Heterogeneous User-generated Digital Footprints", IEEE Transactions on Vehicular Technology, vol. 66, no. 7, 2017, pp. 5723-5736 (IF: 4.066)
Zhiwen Yu, Miao Tian, Zhu Wang, Bin Guo, Tao Mei."Shop Type Recommendation Leveraging the Data from Social Media and Location-based Services", ACM Transactions on Knowledge Discovery from Data, vol. 11, no. 1, 2016, pp. 1-21 (IF: 1.895)
Yi Ouyang, Bin Guo, Jiafan Zhang, Zhiwen Yu, Xingshe Zhou."SentiStory: Multi-grained Sentiment Analysis and Event Summarization with Crowdsourced Social Media Data", ACM/Springer Journal of Personal and Ubiquitous Computing (PUC), vol. 21, no. 1, 2017, pp. 97-111 (IF: 2.395)
Bin Guo, Huihui Chen, Zhiwen Yu, Xing Xie, Daqing Zhang."PicPick: A Generic Data Selection Framework for Mobile Crowd Photography", SI on Data Intelligence on the Internet of Things,ACM/Springer Journal of Personal and Ubiquitous Computing (PUC), vol. 20, no. 3, 2016, pp. 325-335 (IF: 2.395)
Huihui Chen, Bin Guo, Zhiwen Yu, Xingshe Zhou."Mobile Crowd Photographing: Another Way to Watch Our World",SCIENCE CHINA Information Sciences, vol. 59, no. 8, 2016, pp. 1-6 (IF: 1.628)
Bin Guo, Zhu Wang, Zhiwen Yu, Yu Wang, Neil Yen, Runhe Huang, Xingshe Zhou."Mobile Crowd Sensing and Computing: The Review of an Emerging Human-Powered Sensing Paradigm", ACM Computing Surveys, vol. 48, no. 1, 2015, pp. 1-31 (IF: 6.748) [PDF](ESI Hot and High Citation Paper).
Bin Guo, Chao Chen, Daqing Zhang, Zhiwen Yu, Alvin Chin."Mobile Crowd Sensing and Computing: When Participatory Sensing Meets Participatory Social Media", IEEE Communications Magazine, vol. 54, no. 2, 2016, pp. 131-137 (IF: 10.435) [PDF].
Zhu Wang, Zhiwen Yu, Xingshe Zhou, Bin Guo."Towards Context-Aware Mobile Web Browsing", Wireless Personal Communications, 2016 (IF: 0.701).
Bin Guo, Alvin Chin, Zhiwen Yu, Runhe Huang, Daqing Zhang."An Introduction to the Special Issue on Participatory Sensing and Crowd Intelligence", ACM Transactions on Intelligent Systems and Technology, vol. 6, no. 3, 2015, pp. 1-3 (IF: 9.39).
Zhiwen Yu, Zhu Wang, Huilei He, Xinjiang Lu, Bin Guo."Discovering Information Propagation Patterns in Microblogging Services", ACM Transactions on Knowledge Discovery from Data, vol. 10, no. 1, 2015, pp. 1-22 (IF: 1.895).
Bin Guo, Zhiwen Yu, Xingshe Zhou."A Data-Centric Framework for Cyber-Physical-Social Systems", IEEE IT Professional, From the Editors, vol. 17, no. 6, 2015, pp. 4-7 (IF: 1.661) [PDF].
Bin Guo, Shusen Yang, Janne Lindqvist, Xing Xie, Raghu K. Ganti."Special Issue on Mobile Crowd Sensing for IoT", IEEE Internet of Things , vol. 2, no. 5, 2015 [PDF] (IF:9.515).
Huihui Chen, Bin Guo, Zhiwen Yu."CooperSense: A Cooperative and Selective Picture Forwarding Framework based on Tree Fusion", International Journal of Distributed Sensor Networks, 2016 (IF:1.239).
Zhiwen Yu, Zhitao Wang, Liming Chen, Bin Guo."Featuring, Detecting, and Visualizing Human Sentiment in Chinese Micro-blogs", ACM Transactions on Knowledge Discovery from Data, vol. 10, no. 4, 2015 (IF: 1.895).
Zhiwen Yu, Hui Wang, Bin Guo, Tao Gu, and Tao Mei. "Supporting Serendipitous Social Interaction using Human Mobility Prediction", IEEE Transactions on Human-Machine Systems, vol. 45, no. 6, 2015, pp. 811-818 (IF: 3.332).
Bin Guo, Chao Chen, Zhiwen Yu, Daqing Zhang, Xingshe Zhou."Building Human-Machine Intelligence in Mobile Crowd Sensing", IEEE IT Professional, vol. 17, no. 3, 2015, pp. 46-52 (IF: 1.661).
Zhiwen Yu, Huang Xu, Zhe Yang, Bin Guo."Personalized Travel Package with Multi-Point-of-Interest Recommendation Based on Crowdsourced User Footprints", IEEE Transactions on Human-Machine Systems, vol. 46, no. 1, 2016, pp. 1-23 (IF: 3.332, ESI High Citation Paper).
Damianos Gavalas,Vlasios Kasapakis, Bin Guo."An Introduction to the Special Issue on Mobile and Pervasive Games", ACM/Springer Journal of Personal and Ubiquitous Computing (PUC), 2015(IF: 2.395).
Bin Guo, Zhiwen Yu, Daqing Zhang, Huilei He, Jilei Tian, Xingshe Zhou."Toward a Group-Aware Smartphone Sensing System", IEEE Pervasive Computing, vol. 13, no. 4, 2014, pp. 80-88 (IF: 3.813) [PDF].
Bin Guo, Zhiwen Yu, Daqing Zhang, Xingshe Zhou."Cross-Community Sensing and Mining (CSM)", IEEE Communications Magazine, vol. 52, no. 8, 2014, pp. 144-152 (IF: 10.435) [PDF].
Bin Guo, Daqing Zhang, Dingqi Yang, Zhiwen Yu, Xingshe Zhou."Enhancing Memory Recall via an Intelligent Social Contact Management System", IEEE Transactions on Human-Machine Systems, Vol. 44., No. 1, 2014, pp. 78-91 (IF: 3.332).
Chao Chen, Daqing Zhang, Bin Guo, Xiaojuan Ma, Gang Pan, and Zhaohui Wu."TripPlanner: Personalized Trip Planning Leveraging Heterogeneous Crowdsourced Digital Footprints", IEEE Transactions on Intelligent Transportation Systems, 2014, pp. 1259-1273 (IF: 3.724).
Bin Guo, Francesco Calabrese, Emiliano Miluzzo, Micro Musolesi."Mobile Crowd Sensing: Part 1", IEEE Communications Magazine, Editorial Note, vol. 52, no. 8, 2014, pp. 20-21 (IF: 10.435)[PDF].
Daqing Zhang, Leye Wang, Haoyi Xiong, Bin Guo."4W1H in Mobile Crowd Sensing", IEEE Communications Magazine, vol. 52, no. 8, 2014, pp. 42-48 (IF: 10.435) .
Bin Guo, Yunji Liang, Zhiwen Yu, Minshu Li, Xingshe Zhou."From Mobile Phone Sensing to Human Geo-Social Behavior Understanding", Computational Intelligence, vol. 32, no. 2, 2016, pp. 240-258 (IF: 1.0) [PDF].
Zhiwen Yu, Yunji Liang, Bin Guo, Xingshe Zhou, Hongbo Ni."Facilitating medication adherence in elderly care using ubiquitous sensors and mobile social networks", Computer Communications, 2015 (IF: 1.352) [PDF].
Bin Guo, Francesco Calabrese, Emiliano Miluzzo, Micro Musolesi."Mobile Crowd Sensing: Part 2 ", IEEE Communications Magazine, Editorial Note, vol. 52, no. 10, 2014, pp. 76-77 (IF: 10.435).
Yunji Liang, Xingshe Zhou, Daniel Dajun Zeng, Bin Guo, Xiaolong Zheng, Zhiwen Yu."An Integrated Approach of Sensing Tobacco-oriented Activities in Online Participatory Media ", IEEE Systems, vol. 10, no. 3, 2016, pp. 1193-1202 (IF: 3.882).
Bin Guo, Daqing Zhang, Zhu Wang, Zhiwen Yu, Xingshe Zhou."Opportunistic IoT: Exploring the Harmonious Interaction between Human and the Internet of Things ", Journal of Network and Computer Applications (JNCA), Vol. 36, No. 6, Elsevier, 2013, pp. 1531-1539 (IF: 3.5) [PDF] (ESI Hot and High Citation Paper).
Bin Guo, Zhiwen Yu, Francisco Camara Pereira."An Introduction to the Special Issue on Cross-Community Mining", ACM/Springer Journal of Personal and Ubiquitous Computing (PUC), Vol. 18, No. 2, 2014, pp. 351-353 (IF: 2.395) [PDF].
Xinjiang Lu, Zhiwen Yu, Bin Guo, Xingshe Zhou."Predicting the Content Dissemination Trends by Repost Behavior Modeling in Mobile Social Networks", Journal of Network and Computer Applications (JNCA), Vol. 42, No. 6, 2014 (IF: 3.5).
Yunji Liang, Xingshe Zhou, Zhiwen Yu, Bin Guo."Energy-Efficient Motion Related Activity Recognition on Mobile Devices for Pervasive Healthcare", Mobile Network and Applications (MONET), Vol. 19, No. 3, 2014 (IF:1.109).
Bin Guo, Daqing Zhang, Zhiwen Yu, Yunji Liang, Zhu Wang, Xingshe Zhou. "From the Internet of Things to Embedded Intelligence", World Wide Web Journal (WWWJ), Vol. 16, No. 4, Springer, 2013, pp. 399-420 (IF: 1.623) [PDF].
Bin Guo, Daqing Zhang, Lin Sun, Zhiwen Yu, Xingshe Zhou."iCROSS: Towards a Scalable Infrastructure for Cross-Domain Context Management", ACM/Springer Journal of Personal and Ubiquitous Computing (PUC), Vol. 17, No. 3, 2013, pp. 591-602 (IF: 2.395) [PDF].
Huilei He, Bin Guo, Zhiwen Yu, Xingshe Zhou. "Facilitating Social Activity Organization by Mining Human Interaction History", Journal of Information and Computational Science (JICS), Vol. 11, No. 2, 2014.
Daqing Zhang, Bin Guo, Zhiwen Yu. "The Emergence of Social and Community Intelligence". IEEE Computer, Vol. 44, No. 7, 2011, pp. 21-28 (IF: 3.564) [PDF]. Bin Guo, Daqing Zhang, Zhiwen Yu, Francesco Calabrese."Extracting Social and Community Intelligence from Digital Footprints". Theme Issue Note, Journal of Ambient Intelligence and Humanized Computing, Springer, Vol. 5, No. 1, 2014, pp. 1-2 [PDF] (IF: 1.588).
Daqing Zhang, Zhu Wang,Bin Guo, Zhiwen Yu."Social and Community Intelligence - Technologies and Trends", IEEE Software,Vol. 29, No. 4, 2012, pp. 88-92 (IF: 1.23).
Bin Guo, Ryota Fujimura, Daqing Zhang, Michita Imai. "Design-in-Play: Improving the Variability of Indoor Pervasive Games". Multimedia Tools and Applications, Springer, Vol. 59, No. 1, 2012, pp. 259-277[PDF] (IF: 1.058). Bin Guo, Daqing Zhang, Michita Imai. "Toward a Cooperative Programming Framework for Context-Aware Applications". ACM/Springer Journal of Personal and Ubiquitous Computing (PUC), Vol. 15, No. 3, 2011, pp. 221-233 (IF: 2.395) [PDF]. Bin Guo, Daqing Zhang, Michita Imai. "Enabling User-Oriented Management for Ubiquitous Computing: The Meta-Design Approach". Computer Networks, Vol.54, No.16, Elsevier, 2010, pp. 2840-2855 (IF: 1.282) [PDF]. Ryota Fujimura, Bin Guo, Ren Omura and Michita Imai. "Movable projection avatar system "Remy" for helping remote collaboration handling real objects". Journal of Japan Society for Fuzzy Theory and Intelligent Informatics, Vol. 21 No.5, 2009. Bin Guo, Satoru Satake, Michita Imai. "Home-Explorer: Ontology-based Physical Artifact Search and Hidden Object Detection System".Mobile Information Systems (MIS), Vol. 4 No.2, 2008, pp. 81-103, (IF:1.325) [PDF]. Bin Guo, Satoru Satake, Michita Imai. "Lowering the barriers to participation in the development of human-artifact interaction systems". International Journal of Semantic Computing (IJSC), Special Issue on Ambient Semantic Computing, Vol.2 No 4, 2008 [PDF]. 郭斌,仵允港,王虹力,王豪,刘思聪,刘佳琪,於志文,周兴社. 深度学习模型终端环境自适应方法研究,中国科学:信息科学,Vol. 50, No. 11, 2020, pp. 1630-1644. 郭斌. 论智能物联与未来制造——拥抱人机物融合群智计算时代,人民论坛-学习前沿,2020.7, pp.32-42 [PDF]. 张艺璇,郭斌,刘佳琪,欧阳逸,於志文. 基于多级注意力机制网络的 app 流行度预测,计算机研究与发展,Vol. 57, No. 5, 2020, pp. 984-995. 郭斌,於志文. 群智融合计算,中国计算机学会通讯,Vol. 14 No. 11, 2018, pp. 41-45. 郭斌,张大庆 ,於志文,周兴社. 数字脚印与“社群智能”,中国计算机学会通讯,Vol. 7 No. 3, 2011, pp. 53-60 [PDF]. 郭斌,於志文,张大庆, 周兴社. 机会物联--兼谈物联网的社会性,中国计算机学会通讯,Vol. 7 No. 12, 2011, pp. 52-56 [PDF]. 於志文, 周兴社, 郭斌 . 移动社交网络中的感知计算模型、平台与实践,中国计算机学会通讯,Vol. 8 No. 5, 2012, pp. 15-21 [PDF]. 刘琰,郭斌,吴文乐,於志文,张大庆. 移动群智感知多任务参与者优选方法研究.计算机学报, 2016. 郭彤,郭斌,张佳凡,於志文,周兴社 . 多源社交数据融合的多角度旅游信息感知. 浙江大学学报, 2016. 景瑶,郭斌,王柱,於志文,周兴社 . 基于群体智能挖掘的个性化商品评论呈现方法. 浙江大学学报, 2016. 欧阳逸,郭斌,何萌,於志文,周兴社 . 基于微博的事件感知与脉络呈现系统. 浙江大学学报, 2016. 郭斌,於志文,张大庆,王柱 . 机会物联及其安全性探讨.信息网络安全,No. 5, 2012, pp. 68-69 [PDF]. 郭斌,陈荟慧等 . 记忆计算:概念、特性及研究进展.计算机科学.2016 [PDF]. 杜蓉,於志文,刘振鲁,郭斌. 基于豆瓣同城活动的线上线下社交影响研究. 计算机学报,Vol. 37, No. 1, 2014, pp. 238-245. 南文倩,郭斌, 陈荟慧,於志文,吴文乐, 周兴社. 基于跨空间多元交互的群智感知动态激励模型,计算机学报,2015. 吴文乐, 郭斌, 於志文. 基于群智感知的城市噪声检测与时空规律分析, 计算机辅助设计与图形学学报, Vol.26, No. 4, 2014, pp. 638-643. 张佳凡, 郭斌, 路新江, 於志文, 周兴社. 基于移动群智数据的城市热点事件感知方法, 计算机科学, 2015. 罗惠, 郭斌, 於志文, 王柱, 封云.基于网络拓扑和地理特征融合的朋友关系预测模型.计算机科学,2014,41(6):43-47. 张星, 於志文, 梁韵基, 郭斌.基于交互相似度的细粒度社群发掘方法.计算机科学,2014,41(4):215-218,229. 杨曜,郭斌,於志文. 一种基于背景声音识别的社会情境感知方法. 软件学报,Vol. 24, No. 82, 2013, pp. 24-31. 陈荟慧,郭斌,於志文. 移动群智感知应用.中兴通讯技术,Vol.20, No.1, 2014 [PDF]. International Conferences
Huihui Chen, Bin Guo, Zhiwen Yu, Qi Han, Daqing Zhang, Xingshe Zhou. "Toward Real-time and Cooperative Mobile Visual Sensing and Sharing", IEEE International Conference on Computer Communications (IEEE INFOCOM'16), 2016.
Tong Xin, Bin Guo, Zhu Wang, Mingyang Li, Zhiwen Yu. "FreeSense: Indoor Human Identification with WiFi Signals",IEEE Global Communciations Conference (IEEE GlobeCom'16), 2016.
Huihui Chen, Bin Guo, Zhiwen Yu, Alvin Chin, Jilei Tian, Chao Chen. "Which is the Greenest Way Home? A Lightweight Eco-Route Recommendation Framework based on Personal Driving Habits", IEEE 12th International Conference on Mobile Ad-hoc and Sensor Networks (IEEE MSN'16), 2016.
Tong Guo, Bin Guo, Jiafan Zhang, Zhiwen Yu, Xingshe Zhou. "CrowdTravel: Leveraging Heterogeneous Crowdsourced Data for Scenic Spot Profiling and Recommendation", The 2016 Pacific-Rim Conference on Multimedia
(PCM'16), 2016.
He Du, Zhiwen Yu, Fei Yi, Zhu Wang, Qi Han, Bin Guo. "Group Mobility Classification and Structure Recognition Using Mobile Devices",IEEE International Conference on Pervasive Computing and Communications (IEEE PerCom'16), 2016.
Bin Guo, Wenqian Nan, Zhiwen Yu, Xing Xie, Huihui Chen, Xingshe Zhou. "TaskMe: A Cross-Community, Quality-Enhanced Incentive Mechanism for Mobile Crowd Sensing", The 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing (ACM UbiComp'15), Poster, September 7-11, Osaka, Japan. Zhiwen Yu, Rong Du, Bin Guo, Tao Gu, Zhu Wang, Daqing Zhang, "Who Should I Invite for My Party? Combining User Preference and Influence Maximization for Social Events," The 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing (ACM UbiComp'15), September 7-11, Osaka, Japan.
Miao Tian, Zhiwen Yu, Zhu Wang, Bin Guo. "Combining Social Media and Location-based Services for Shop Type Recommendation", The 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing (ACM UbiComp'15), Poster, September 7-11, Osaka, Japan. Huihui Chen,Bin Guo, Zhiwen Yu, Liming Chen. "CrowdPic: A Multi-coverage Picture Collection Framework for Mobile Crowd Photographing", Proc. of 12th IEEE International Conference on Ubiquitous Computing and Intelligence (UIC'15), Beijing, China, 2015. JunWei Li, Shi-Ning Li, Yu Zhang, Bin Guo and Zhe Yang."SAPM: Self-Adjusting Pipelining Mechanism for Efficient Bulk Data Dissemination in Smart Homes", Proc. of 12th IEEE International Conference on Ubiquitous Computing and Intelligence (UIC'15), Beijing, China, 2015. Jiafan Zhang, Bin Guo, Huihui Chen, Zhiwen Yu, Jilei Tian, and Alvin Chin."PublicSense: Refined Urban Sensing and Public Facility Management with Crowdsourced Data", Proc. of UFirst'15@UIC'15, Beijing, China, 2015. Bin Guo, Huihui Chen, Zhiwen Yu, Xing Xie, Shenlong Huangfu, Zhu Wang. "FlierMeet: Cross-Space Public Information Reposting with Mobile Crowd Sensing", The 2014 ACM International Joint Conference on Pervasive and Ubiquitous Computing (ACM UbiComp'14), Poster, September 13-17, Seattle, USA [PDF]. Rong Du, Zhiwen Yu, Tao Mei, Zhitao Wang, Zhu Wang, and Bin Guo."Predicting Activity Attendance in Event-Based Social Networks: Content, Context and Social Influence", The 2014 ACM International Joint Conference on Pervasive and Ubiquitous Computing (ACM UbiComp'14), September 13-17, Seattle, USA.
Chao Chen,Daqing Zhang, Bin Guo. "D2SC: Data-Driven Smarter Cities", Proc. of the IEEE Pervasive Computing and Communication Workshops (PerCom'14), Budapest, Hungary, 2014. Fei Yi, Zhiwen Yu, Hui Wang,Bin Guo, Xingshe Zhou. "An Opportunistic Music Sharing System based on Mobility Prediction and Preference Learning", Proc. of 11th IEEE International Conference on Ubiquitous Computing and Intelligence (UIC'14), Bali, Indonesia, 2014. Huihui Chen,Bin Guo, Zhiwen Yu, Shenlong Huangfu, Wenqian Nan, Wenle Wu. "CrowdPic: An Interactive and Selective Picture Collection Framework for Participatory Sensing Systems", Proc. of The 14th IEEE International Conference on Computer and Information Technology (CIT'14), Xi'an, China, 2014. Xinjiang Lu, Zhiwen Yu, Bin Guo, Jiafan Zhang, Alvin Chin, Jilei Tian, Yang Cao. "Real Time Event Detection in Sina Weibo", The 3rd ASE International Conference on Big Data Science and Computing (BigDataScience'14), 2014(Best Paper Award). Zhitao Wang, Zhiwen Yu, Liming Chen, Bin Guo. "Sentiment Detection and Visualization of Chinese Micro-blog", 2014 International Conference on Data Science and Advanced Analytics (DSAA’2014) , 2014. Zhitao Wang, Zhiwen Yu, Zhu Wang, Bin Guo. "Investigating Sentiment Impact on Information Propagation and its Evolution in Microblog",The 2014 International Conference on Behavioral, Economic, and Socio-Cultural Computing (BESC’2014), 2014. Bin Guo, Huilei He, Zhiwen Yu, Daqing Zhang, Xingshe Zhou. "GroupMe: Supporting Group Formation with Mobile Sensing and Social Graph Mining", The 9th International Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services (MobiQuitous'12), Beijing, China, 2012 [PDF]. Shenlong Huangfu, Bin Guo, Zhiwen Yu, Dongsheng Li. Using the Model of Markets with Intermediaries as an Incentive Scheme for Opportunistic Social Networks, The 10th IEEE International Conference on Ubiquitous Intelligence and Computing (UIC'13), Italy, 2013. Xinjiang Lu, Zhiwen Yu, Bin Guo, Xingshe Zhou. "Modeling and Predicting the Re-Post Behavior in Sina Weibo", The IEEE nternational Conference on Cyber, Physical, and Social Computing (CPSCom'13), Beijing, China, 2013(Best Paper Award) . Hui Luo, Bin Guo,Zhiwen Yu, Zhu Wang, Yun Feng. "Friendship Prediction Based on the Fusion of Topology and Geographical Features in LBSN",The 11th IEEE/IFIP International Conference on Embedded and Ubiquitous Computing (EUC'13), 2013. Xinjiang Lu, Zhiwen Yu, Bin Guo. "A Study on Factors Impacting Popularity of Content in Sina Weibo from a Cross Media Perspective", The IEEE Region 10 International Conference (TENCON'13), Xi'an, China, 2013.
Huilei He, Zhiwen Yu, Bin Guo, Xinjiang Lu, Jilei Tian. Tree-based Mining for Discovering Patterns of Reposting Behavior in Microblog, The 9th International Conference on Advanced Data Mining and Applications (ADMA'13), 2013.
Yunji Liang, Xingshe Zhou, Bin Guo, Zhiwen Yu. "Understanding the Regularity and Variability of Human Mobility from Geo-trajectory", The 2012 IEEE/WIC/ACM International Conference on Web Intelligence (WI'12), Macau, 2012. Yunji Liang, Xingshe Zhou, ZhiwenYu, Bin Guo,Yue Yang. "Energy Efficient Activity Recognition Based on Low Resolution Accelerometer in Smart Phones", The 7th International Conference on Grid and Pervasive Computing (GPC'12), Hongkong, 2012(Best Paper Award). Minshu Li, Haipeng Wang, Bin Guo, ZhiwenYu. "Extraction of Human Social Behavior from Mobile Phone Sensing", The 2012 International Conference on Active Media Technology (AMT'12), Macau, 2012(Best Paper Award). Bin Guo, Daqing Zhang, Zhiwen Yu, Francesco Calabrese. From Digital Footprints to Social and Community Intelligence, The 13th international conference on Ubiquitous computing (Ubicomp'11), Beijing, China, 2011 [PDF]. Daqing Zhang, Zhu Wang, Bin Guo, Vaskar Raychoudhury, Xingshe Zhou. "A Dynamic Community Creation Mechanism in Opportunistic Mobile Social Networks", The Third IEEE International Conference on Social Computing (SocialCom'11), MIT, USA, 2011. Dingqi Yang, Bin Guo, Daqing Zhang. "Better Organizing Your Contacts: An Empirical Study of an Intelligent Social Contact Management System, The 2011 IEEE International Conference on Cyber, Physical, and Social Computing (CPSCom'11), Dalian, China, 2011. Zhiwen Yu, Yunji Liang, Bukan Xu, Yue Yang, Bin Guo. Towards a Smart Campus with Mobile Social Networking, The 2011 IEEE International Conference on Internet of Things (iThings 2011), Dalian, China, 2011(Invited paper). Bin Guo, Lin Sun, Daqing Zhang. "The Architecture Design of a Cross-Domain Context Management System". IEEE PerCom Workshop on Middleware Support for Pervasive Computing (PerWare'10), Germany, Apr. 2, 2010 [PDF]. Lin Sun, Daqing Zhang, Bin Li, Bin Guo, Shijian Li and Mounir Mokhtari. Activity Recognition on Accelerometer-Embedded Mobile Phone with Varying Position and Orientation, 7th International Conference on Ubiquitous Intelligence and Computing (UIC 2010),Xi'an, China, 2010. Yunji Liang, Xingshe Zhou, Zhiwen Yu, Haipeng Wang, Bin Guo. A Context-Aware Resource Management Framework for Smart Homes. The 5th International Conference on Ubiquitous Information TEchnologies & Applications (CUTE'10), 2010. Bin Guo, Satoru Satake, Michita Imai. "Sixth-Sense: Context Reasoning for Potential Objects Detection in Smart Sensor Rich Environment". IEEE/WIC/ACM International Conference on Intelligent Agent Technology (IAT'06), Hong Kong, Dec. 18-22, 2006 [PDF]. 皇甫深龙,郭斌,於志文,李东生,"机会社交网络下基于中介市场模型的激励机制研究”,第九届全国和谐人机环境联合学术会议(HHME’13), 南昌, 2013(Best Paper Award). Edited Books
Bin Guo, Daniele Riboni, Peizhao Hu, Creating Personal, Social, and Urban Awareness through Pervasive Computing , IGI Global, USA, Oct. 2013. Li Chen, Bin Guo, Xiang Li. Navigation of Database Projects with PowerBuilder9, Tsinghua University Press, Beijing, China, Jan 2005 (in Chinese). Book Chapters
Daqing Zhang, Zhiyong Yu, Bin Guo, Zhu Wang. “Exploiting Personal and Community Context in Mobile Social Networks”. Mobile Social Networking: An Innovative Approach , Springer, 2013. Zhu Wang, Xingshe Zhou, Daqing Zhang, Bin Guo, Zhiwen Yu. “Community Detection and Profiling in Location-based Social Networks”. Creating Personal, Social, and Urban Awareness through Pervasive Computing, IGI Global, 2013. Bin Guo, Daqing Zhang, Michita Imai. “An Ontology-based Intrastructure for Smart Homes”. Handbook of Research on Ambient Intelligence and Smart Environments: Trends and Perspectives, IGI Global, 2011. Zhiwen Yu, Yunji Liang, Yue Yang, Bin Guo. “Supporting Social Interaction in Campus-Scale Environments by Embracing Mobile Social Networking”. Social network and social media mining: emerging research, IGI Global, 2012. Bin Guo, Lin Sun, Daqing Zhang. “Tools for Handling Context Semantics”. Digital Home Networking, Wiley, 2012. Bin Guo. “Advanced Database Programming with Microsoft’s ASP.NET(C#)”. Tsinghua University Press, Beijing, China, Jul 2004 (in Chinese). Last updated: Sep. 1, 2017. |