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ORCIDASE BD&SI 2015: Kaohsiung, Taiwan
- Proceedings of the ASE BigData & SocialInformatics 2015, ASE BD&SI 2015, Kaohsiung, Taiwan, October 7-9, 2015. ACM 2015, ISBN 978-1-4503-3735-9
Big Data Storage and Management
- Yongmei Wei, Fengmin Chen, Khai Cher Lim:
Large LDPC Codes for Big Data Storage. 1:1-1:6 - Chun-Hsin Wu, Pu Hsu:
Cost-Effective and Reliable Cloud Storage for Big Data. 2:1-2:6 - Yu-Chuan Shen, Chao-Tung Yang
, Shuo-Tsung Chen, Wei-Hsun Cheng:
Implementation of Software-Defined Storage Service with Heterogeneous Object Storage Technologies. 3:1-3:6 - Bao Rong Chang, Hsiu Fen Tsai, Yo-Ai Wang, Chin-Fu Kuo:
Intelligent Adaptation to in-Cloud NoSQL Database Remote Backup between Data Centers. 4:1-4:6
Social Intelligence and Cognition
- Dawei Liu, Yuanna Lv, Zhihua Yu:
LRP: A Theory of Link Formation in Directed Networks. 5:1-5:5 - Rung-Ching Chen, Hua-Yuan Shih, Yu-Siang Lin, Hendry:
Video Recommendation System Based on Personalized Ontology and Social Network. 6:1-6:5 - Vanessa Bracamonte, Hitoshi Okada:
Is consumer perception of foreign online stores affected by the image of the country? An experimental study among Japanese consumers. 7:1-7:6
Innovative Applications of Social Networks and Data Science
- Hsin-Chang Yang, Chia-Chi Hsu:
Semantic Recommendation Using Linked Open Data. 8:1-8:4 - Chung-Hong Lee, Hsin-Chang Yang, Shou-Chen Cheng, Sheng-Wen Tsai:
A Hybrid Big Data Analytics Method for Yield Improvement in Semiconductor Manufacturing. 9:1-9:4 - Chung-Hong Lee, Chih-Hung Wu:
An incremental learning technique for detecting driving behaviors using collected EV big data. 10:1-10:5
Big Data in Bio-Medical and Healthcare Applications
- S. Ramathilagam, S. R. Kannan, R. Devi:
Effective Fuzzy Possibilistic C-Means: An Analyzing Cancer Medical Database. 11:1-11:5 - Chun-Hsin Wu, Chih-Hung Hung, Jung-Chin Ke:
Analysis Techniques of Food Nutrient Data. 12:1-12:8 - Naeimeh Elkhani, Ravie Chandren Muniyandi:
Membrane Computing to Model Feature Selection of Microarray Cancer Data. 13:1-13:9 - Harishchandra Dubey, Jing Yang, Nick Constant, Amir Mohammad Amiri, Qing Yang, Kunal Mankodiya:
Fog Data: Enhancing Telehealth Big Data Through Fog Computing. 14:1-14:6 - Shusaku Tsumoto, Shoji Hirano:
Analytics for Hospital Management. 15:1-15:6
Social Behavior Modeling
- Chien-Hua Wang, Chin-Tzong Pang:
Combining Fuzzy DEMATEL with FMCDM for Evaluation the Service Quality of Portal Website. 16:1-16:8 - Keith C. Wang, Chun-Ming Lai, Teng Wang, Shyhtsun Felix Wu:
Bandwagon Effect in Facebook Discussion Groups. 17:1-17:6 - Hsieh-Hua Yang, Chyi-In Wu:
Evolution Model of Adolescent Friendship Networks and BMI. 18:1-18:6 - Xiao-Yong Lu, Xiao-Qiang Chu, Meng-Hui Chen, Pei-Chann Chang:
Data Analytics for Bank Term Deposit by Combining Artificial Immune Network and Collaborative Filtering. 19:1-19:6
Data Mining in Social Contexts
- Xianghua Fu, Yingying Xu:
Recursive Autoencoder with HowNet Lexicon for Sentence-Level Sentiment Analysis. 20:1-20:7 - Shyue-Liang Wang, Min-Jye Hsiu, I-Hsien Ting, Tzung-Pei Hong:
Toward Analyzing Privacy and Utility of Mobile User Data. 21:1-21:6 - Jenq-Haur Wang, Yu-Hsin Liu:
Feature Extraction for Product Advertising Reviews Identification in Social Media. 22:1-22:6 - Zakaria Saoud, Samir Kechid:
Acquiring resource descriptions using social annotations. 23:1-23:4 - Shusaku Tsumoto, Shoji Hirano, Haruko Iwata:
Dual Clustering and Data Decomposition for Nursing Care Management. 24:1-24:6
Intelligent Data Analysis and Applications on Big Data (I)
- Jerry Chun-Wei Lin, Wensheng Gan, Philippe Fournier-Viger, Tzung-Pei Hong, Vincent S. Tseng:
Mining Potential High-Utility Itemsets over Uncertain Databases. 25:1-25:6 - Long Zhao, Shuliang Wang, Yi Lin:
A new Feature Selection method for face recognition based on general data field. 26:1-26:5 - Chih-Hung Hsieh, Kuo-Chen Lee, Ching-Hao Mao, Chia-Min Lai, Chiun-How Kao, Jyun-Han Dai:
Sec-Buzzers: a Web Service for Exploring Cyber Security Emerging Topics based on Social Network Mining. 27:1-27:6 - Bo Tang, Zhen Chen, Gerald Hefferman, Tao Wei, Haibo He, Qing Yang:
A Hierarchical Distributed Fog Computing Architecture for Big Data Analysis in Smart Cities. 28:1-28:6 - Chia-Hung Wang, Mu-En Wu, Wei-Ho Chung:
Perspectives of Bandwidth Sharing Schemes in Communication Systems with Blocking. 29:1-29:6
Social Media Analytics
- Chao-Lin Liu, Guantao Jin, Hongsu Wang, Qingfeng Liu, Wen-Huei Cheng, Wei-Yun Chiu, Richard Tzong-Han Tsai, Yu-Chun Wang:
Textual Analysis for Studying Chinese Historical Documents and Literary Novels. 30:1-30:10 - Eric Fernandes de Mello Araújo, Anita V. T. T. Tran, Julia S. Mollee, Michel C. A. Klein:
Analysis and Evaluation of Social Contagion of Physical Activity in a Group of Young Adults. 31:1-31:6 - Kuo-Sui Lin, Chih-Chung Chiu:
A Fuzzy Similarity Matching Model for Interior Design Drawing Recommendation. 32:1-32:6 - Yasuhiro Tanaka, Akihisa Kodate, Yu Ichifuji, Noboru Sonehara:
Relationship between Willingness to Share Photos and Preferred Level of Photo Blurring for Privacy Protection. 33:1-33:5 - Xiao Gu, Hechang Chen, Bo Yang:
Heterogeneous Data Mining for Planning Active Surveillance of Malaria. 34:1-34:6
Big Data Mining Techniques (I)
- Guan-Bin Chen, Hung-Yu Kao:
Re-organized Topic Modeling for Micro-blogging Data. 35:1-35:8 - R. Devi, S. R. Kannan, Tzung-Pei Hong, S. Ramathilagam:
Fuzzy Clustering Systems in Analyzing High Dimensional Database. 36:1-36:4 - Josh Jia-Ching Ying, Bo-Hau Lin, Vincent S. Tseng, Sun-Yuan Hsieh:
Transfer Learning on High Variety Domains for Activity Recognition. 37:1-37:6 - Kuei-Sheng Lee, Meng-Feng Tsai, Yuji Urata, Kuiyun Huang, Chi-Sheng Huang:
An Efficient Astronomical Cross-matching model Based on MapReduce Mechanism. 38:1-38:4 - San-Chuan Hung, Tsung-Ting Kuo, Shou-De Lin:
Novel Topic Diffusion Prediction using Latent Semantic and User Behavior. 39:1-39:6
Intelligent Data Analysis and Applications on Big Data (II)
- Been-Chian Chien, Chia-Wei Ku:
A Hybrid Approach for Large-Scale Image Classification. 40:1-40:6 - Chun-Hao Chen, Chao-Chun Chen:
A Map-Reduce based Approach for Mining Group Stock Portfolio. 41:1-41:5 - Ju-Chin Chen, Chao-Feng Liu:
Visual-based Deep Learning for Clothing from Large Database. 42:1-42:10 - Kawuu W. Lin, Sheng-Hao Chung, Sheng-Shiung Huang, Chun-Cheng Lin:
Fast Mining Frequent Patterns with Secondary Memory. 43:1-43:5
Big Data Applications
- Ming-Shen Jian, Jun-Lin Chen, Yi-Chi Fang, Siang-Jyun Li:
Cloud Based Dynamical Digital Game Learning Scenario Corresponding to Individual Learner Big Data. 44:1-44:6 - Cheng-Chin Tsao, Chin-Yuan Fan, Pei-Chann Chang:
A patent quality classification model based on artificial immune system. 45:1-45:7 - An-Hsiou Tsai, Chungnan Lee, Jain-Shing Wu, Fu-Sheng Chang:
A Novel Wharf-based Genetic Algorithm for Berth Allocation Planning. 46:1-46:9 - Tin-Yu Wu, Yu-Neng Hung, Yuew Wu:
A GA-based Small-scale Mobile Device for Environmental Data Collection. 47:1-47:6
Big Data Computing and Systems
- Chin-Fu Kuo, Ting-Hsi Yeh, Yung-Feng Lu, Bao-Rong Chang:
Efficient Allocation Algorithm for Virtual Machines in Cloud Computing Systems. 48:1-48:6 - Tzu-Chi Huang, Kuo-Chih Chu, Ce-Kuen Shieh, Ming-Fong Tsai:
Speed-based Load Balancer for Scheduling Reduce Tasks to Process Intermediate Data of MapReduce Applications on Cloud Computing. 49:1-49:6 - Ming-Yen Lin, Tien-Jing Wang, Sue-Chen Hsueh:
Improving MapReduce-based Entity-resolution by Data-load Balancing. 50:1-50:6
Big Data Mining Techniques (II)
- Bo-Heng Chen, Ai-Wei Chuang, Kun-Ta Chuang:
Discovery of Spatiotemporal Chaining Patterns. 51:1-51:10 - Morteza Zihayat, Cheng-Wei Wu, Aijun An, Vincent S. Tseng:
Mining High Utility Sequential Patterns from Evolving Data Streams. 52:1-52:6 - Philippe Fournier-Viger, Jerry Chun-Wei Lin, Ted Gueniche, Prashant Barhate:
Efficient Incremental High Utility Itemset Mining. 53:1-53:6 - Chun-Hong Huang, Yungho Leu:
A LINQ-based Conditional Pattern Collection Algorithm for Parallel Frequent Itemset Mining on a Multi-Core Computer. 54:1-54:6
Human-Computer Interaction
- Tuan Pham, Yuan-Shan Lee, Yan-Bo Lin, Tzu-Chiang Tai, Jia-Ching Wang:
Single Channel Source Separation Using Sparse NMF and Graph Regularization. 55:1-55:7 - Ari Hernawan, Yuan-Shan Lee, Andri Santoso, Chien-Yao Wang, Jia-Ching Wang:
Bayesian Sensing Hidden Markov Model for Hand Gesture Recognition. 56:1-56:5 - Chih-Hung Chou, Ta-Wen Kuan, Jhing-Fa Wang, An-Chao Tsai, Pen-Yuan Yo:
A Statistical Out-of-Speaker Detection Approach for Smart Home Voice-Control Scenario of Protective Warming Care on FPGA. 57:1-57:4 - Yang-Yen Ou, Ta-Wen Kuan, Jhing-Fa Wang, An-Chao Tsai, Pin-Chieh Chen:
A GPS Tracking Device Embedded in Prayer Beads for Early-Stage Dementia Detection. 58:1-58:4 - Shiuan-Shiang Wang, Pei-Hsuan Tsai, Wei-Shuo Li:
Logo Recognition for Image-based Indoor Positioning Systems on Mobile Devices. 59:1-59:6
Prospects and Challenges for Big Data in Tourism Destination Management
- Yu-Lan Yuan, Chaang-Iuan Ho:
Rethinking the Destination Marketing Organization Management in the Big Data Era. 60:1-60:5 - Chaang-Iuan Ho, Yu-Lan Yuan:
The Search Strategies of Smartphone Users for Tourism Information: A Reflection of Big Data. 61:1-61:6 - Chung Yung:
Mining Massive Web Log Data of an Official Tourism Web Site as a Step towards Big Data Analysis in Tourism. 62:1-62:4
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