Automatic text processing
Mining association rules between sets of items in large databases
SIGMOD '93 Proceedings of the 1993 ACM SIGMOD international conference on Management of data
Bottom-up computation of sparse and Iceberg CUBE
SIGMOD '99 Proceedings of the 1999 ACM SIGMOD international conference on Management of data
Experiences of developing and deploying a context-aware tourist guide: the GUIDE project
MobiCom '00 Proceedings of the 6th annual international conference on Mobile computing and networking
Data mining: concepts and techniques
Data mining: concepts and techniques
Algorithms for association rule mining — a general survey and comparison
ACM SIGKDD Explorations Newsletter
The coming age of calm technolgy
Beyond calculation
Web montage: a dynamic personalized start page
Proceedings of the 11th international conference on World Wide Web
MemoClip: A Location-Based Remembrance Appliance
Personal and Ubiquitous Computing
User Testing a Hypermedia Tour Guide
IEEE Pervasive Computing
Web mining for web personalization
ACM Transactions on Internet Technology (TOIT)
ICDE '95 Proceedings of the Eleventh International Conference on Data Engineering
Context Aware Retrieval in Web-Based Collaborations
PERCOMW '04 Proceedings of the Second IEEE Annual Conference on Pervasive Computing and Communications Workshops
Semantic Web Technologies for Context-Aware Museum Tour Guide Applications
AINA '05 Proceedings of the 19th International Conference on Advanced Information Networking and Applications - Volume 2
IEEE Transactions on Knowledge and Data Engineering
Context-Aware Information Provision to the Mobile Phone Standby Screen
MDM '06 Proceedings of the 7th International Conference on Mobile Data Management
CityVoyager: an outdoor recommendation system based on user location history
UIC'06 Proceedings of the Third international conference on Ubiquitous Intelligence and Computing
Context-Aware adaptation in a mobile tour guide
CONTEXT'05 Proceedings of the 5th international conference on Modeling and Using Context
Modeling and storing context-aware preferences
ADBIS'06 Proceedings of the 10th East European conference on Advances in Databases and Information Systems
An OSGi-based infrastructure for context-aware multimedia services
IEEE Communications Magazine
Location-based recommendation system using Bayesian user's preference model in mobile devices
UIC'07 Proceedings of the 4th international conference on Ubiquitous Intelligence and Computing
Dynamic gain estimation in ambient media services
SAME '08 Proceedings of the 1st ACM international workshop on Semantic ambient media experiences
A framework for human-centered provisioning of ambient media services
Multimedia Tools and Applications
Effects of content and time of delivery on receptivity to mobile interruptions
Proceedings of the 12th international conference on Human computer interaction with mobile devices and services
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What constitutes relevant information to an individual may vary widely under different contexts. However, previous work on pervasive information systems has mostly focused on context-aware delivery of application-specific information. Such systems are only able to operate within narrow application domains and cannot be generalized to handle other heterogeneous types of information. To fill this gap, we propose a context-aware system for information integration that can handle arbitrary information types and determine their relevance to the user's current context. In contrast to existing model-based approaches to context reasoning, we log user interaction and perform usage mining using OLAP to discover context-dependent preferences for different information types. This allows us to build a more generic and adaptive system that automatically selects the most relevant content and presents it to the user in a succinct manner that supports ease of consumption and comprehension.