Artificial Intelligence
Probabilistic reasoning in intelligent systems: networks of plausible inference
Probabilistic reasoning in intelligent systems: networks of plausible inference
Modeling the user in natural language systems
Computational Linguistics - Special issue on user modeling
Constraint propagation with imprecise conditional probabilities
Proceedings of the seventh conference (1991) on Uncertainty in artificial intelligence
Semantic vs. structural resemblance of classes
ACM SIGMOD Record
Anytime deduction for probabilistic logic
Artificial Intelligence
Can we enforce full compositionality in uncertainty calculi?
AAAI '94 Proceedings of the twelfth national conference on Artificial intelligence (vol. 1)
WordNet: a lexical database for English
Communications of the ACM
Your mediators need data conversion!
SIGMOD '98 Proceedings of the 1998 ACM SIGMOD international conference on Management of data
Continual computation policies for utility-directed prefetching
Proceedings of the seventh international conference on Information and knowledge management
Combining Horn rules and description logics in CARIN
Artificial Intelligence
Recommendation as classification: using social and content-based information in recommendation
AAAI '98/IAAI '98 Proceedings of the fifteenth national/tenth conference on Artificial intelligence/Innovative applications of artificial intelligence
Semantic integration of semistructured and structured data sources
ACM SIGMOD Record
A hybrid user model for news story classification
UM '99 Proceedings of the seventh international conference on User modeling
Predicting users' requests on the WWW
UM '99 Proceedings of the seventh international conference on User modeling
Reconciling schemas of disparate data sources: a machine-learning approach
SIGMOD '01 Proceedings of the 2001 ACM SIGMOD international conference on Management of data
A Feature-based Approach to Recommending Selections based on Past Preferences
User Modeling and User-Adapted Interaction
Using Decision Trees for Agent Modeling: Improving Prediction Performance
User Modeling and User-Adapted Interaction
Bayesian Update of Recursive Agent Models
User Modeling and User-Adapted Interaction
Exploring Versus Exploiting when Learning User Models for Text Recommendation
User Modeling and User-Adapted Interaction
DAML+OIL: A Reason-able Web Ontology Language
EDBT '02 Proceedings of the 8th International Conference on Extending Database Technology: Advances in Database Technology
Combining Partitions and Modal Logic for User Modeling
FAPR '96 Proceedings of the International Conference on Formal and Applied Practical Reasoning
Semantic Dictionary Design for Database Interoperability
ICDE '97 Proceedings of the Thirteenth International Conference on Data Engineering
A Graph-Based Approach For Extracting Terminological Properties of Elements of XML Documents
Proceedings of the 17th International Conference on Data Engineering
IPMU'94 Selected papers from the 5th International Conference on Processing and Management of Uncertainty in Knowledge-Based Systems, Advances in Intelligent Computing
Using Schema Matching to Simplify Heterogeneous Data Translation
VLDB '98 Proceedings of the 24rd International Conference on Very Large Data Bases
Generic Schema Matching with Cupid
Proceedings of the 27th International Conference on Very Large Data Bases
RoadRunner: Towards Automatic Data Extraction from Large Web Sites
Proceedings of the 27th International Conference on Very Large Data Bases
Querying Heterogeneous Information Sources Using Source Descriptions
VLDB '96 Proceedings of the 22th International Conference on Very Large Data Bases
P-SHOQ(D): A Probabilistic Extension of SHOQ(D) for Probabilistic Ontologies in the Semantic Web
JELIA '02 Proceedings of the European Conference on Logics in Artificial Intelligence
A Sound and Complete Fuzzy Logic System Using Zadeh's Implication Operator
ISMIS '96 Proceedings of the 9th International Symposium on Foundations of Intelligent Systems
A survey of approaches to automatic schema matching
The VLDB Journal — The International Journal on Very Large Data Bases
Source Integration in Data Warehousing
DEXA '98 Proceedings of the 9th International Workshop on Database and Expert Systems Applications
Modeling Web-search scenarios exploiting user and source profiles
AI Communications
Automatic Extraction Of Database Scheme Semantic Properties Using Knowledge Discovery Techniques
Journal of Integrated Design & Process Science
Reasoning within fuzzy description logics
Journal of Artificial Intelligence Research
Probabilistic deduction with conditional constraints over basic events
Journal of Artificial Intelligence Research
P-CLASSIC: a tractable probablistic description logic
AAAI'97/IAAI'97 Proceedings of the fourteenth national conference on artificial intelligence and ninth conference on Innovative applications of artificial intelligence
The lumière project: Bayesian user modeling for inferring the goals and needs of software users
UAI'98 Proceedings of the Fourteenth conference on Uncertainty in artificial intelligence
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The aim of this paper is to illustrate how a Plausibility Description Logic, called DLP, can be exploited for reasoning about information sources characterized by heterogeneous data representation formats. The paper first introduces DLP syntax and semantics. Then, a DLP-based approach is illustrated for inferring complex knowledge patterns from information sources being heterogeneous in their formats and structure degrees. Finally, it is described how inferred knowledge might be taken advantage of for constructing user profiles to be exploited in various application scenarios. Among these, that of improving the quality of Web search tools is described in detail.