Automatic text processing: the transformation, analysis, and retrieval of information by computer
Automatic text processing: the transformation, analysis, and retrieval of information by computer
Learning internal representations by error propagation
Parallel distributed processing: explorations in the microstructure of cognition, vol. 1
Artificial Intelligence Review - Special issue on lazy learning
Summarizing text documents: sentence selection and evaluation metrics
Proceedings of the 22nd annual international ACM SIGIR conference on Research and development in information retrieval
Data Mining: Introductory and Advanced Topics
Data Mining: Introductory and Advanced Topics
Introduction to Modern Information Retrieval
Introduction to Modern Information Retrieval
A Tutorial on Support Vector Machines for Pattern Recognition
Data Mining and Knowledge Discovery
An Efficient k-Means Clustering Algorithm: Analysis and Implementation
IEEE Transactions on Pattern Analysis and Machine Intelligence
Introduction to the special issue on summarization
Computational Linguistics - Summarization
A summarization system for Chinese news from multiple sources
Journal of the American Society for Information Science and Technology
Financial Activity Mining from Online Multilingual News
ITCC '04 Proceedings of the International Conference on Information Technology: Coding and Computing (ITCC'04) Volume 2 - Volume 2
An adaptive k-nearest neighbor text categorization strategy
ACM Transactions on Asian Language Information Processing (TALIP)
Extending cyberspace: location based games using cellular phones
Computers in Entertainment (CIE) - Theoretical and Practical Computer Applications in Entertainment
Personalized local internet in the location-based mobile web search
Decision Support Systems
An information delivery system with automatic summarization for mobile commerce
Decision Support Systems
An automatic method for summary evaluation using multiple evaluation results by a manual method
COLING-ACL '06 Proceedings of the COLING/ACL on Main conference poster sessions
Selection of mobile value-added services for system operators using fuzzy synthetic evaluation
Expert Systems with Applications: An International Journal
Location-aware access to hospital information and services
IEEE Transactions on Information Technology in Biomedicine
NAMBA: location-aware collaboration system for shopping and meeting
IEEE Transactions on Consumer Electronics
Human activity inference using hierarchical bayesian network in mobile contexts
ICONIP'11 Proceedings of the 18th international conference on Neural Information Processing - Volume Part I
| Hi-index | 12.05 |
The accelerated rapid development of wireless network and mobile computing technologies has increased the convenience of mobile information services for obtaining useful information in our daily lives. The technology has thus become an essential research issue. In particular, location-based services (LBSs) on mobile devices can convey location related information to individual users, thus helping users to obtain helpful and adaptive information. Accordingly, this study presents an intelligent location-based service system to provide local news with summaries to personal handheld PDA (Personal Digital Assistant) device based on the user's location. First, this study proposes a novel multi-document news summarization scheme based on fuzzy synthetic evaluation. This scheme identifies a key paragraph in a news story as a summary based on three evaluation scores, in order to dispatch news information to mobile devices with small screens. Furthermore, to sense a user's location precisely, the study also develops a practicable location-awareness scheme based on GPS (Global Positioning System) signals to identify the position of a user in the Taiwan area. Finally, an intelligent location-based mobile news service system with automatic news summarization for location-based news services was implemented by combining the proposed multi-document news summarization and user location schemes. The proportion of satisfactory news summaries is up to 86%, and the accuracy of the user location-awareness scheme is up to 90%, according to experimental results in multi-document summarization and user location identification. These experimental results show that the proposed system can be successfully applied in real-world applications for personalized location-based news services.