Semantic annotation of frequent patterns
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Summary
The goal is to discover the hidden meanings of a frequent pattern by annotating it with in-depth, concise, and structured information by constructing its context model, selecting informative context indicators, and extracting representative transactions and semantically similar patterns.
- Type
- article
- Published
- 2007-12-01
- Cited by
- 22
- References
- 42
- OpenAlex
- https://openalex.org/W1999115460
- Semantic Scholar
- https://api.semanticscholar.org/CorpusID:14821016
Keywords
Computer science, Automatic summarization, Information retrieval, Context (archaeology), Semantics (computer science)
References
- Efficiently Using Prefix-trees in Mining Frequent Itemsets
- Information Theory: 1948-1998 - Guest Editorial
- The TREC-5 Confusion Track: Comparing Retrieval Methods for Scanned Text
- Frequent substructure-based approaches for classifying chemical compounds
- Language Modeling for Information Retrieval
- The String-to-String Correction Problem
- Assessing data mining results via swap randomization
- Authoritative sources in a hyperlinked environment
- Clustering transactions using large items
- Optimizing search engines using clickthrough data
- Discovering word senses from text
- Viewing morphology as an inference process
- A Study of Statistical Methods for Function Prediction of Protein Motifs
- Empirical bayes screening for multi-item associations
- Approximating a collection of frequent sets
- Mining top-k frequent closed patterns without minimum support
- Mining Frequent Patterns without Candidate Generation: A Frequent-Pattern Tree Approach
- Summarizing itemset patterns: a profile-based approach
- Induction of semantic classes from natural language text
- A formal study of information retrieval heuristics
Cited by
- Integração de recursos da web semântica e mineração de uso para personalização de sites
- Faceted search and retrieval based on semantically annotated product family ontology
- Discovering contextual tags from product review using semantic relatedness
- Multi-facet product information search and retrieval using semantically annotated product family ontology
- Pattern-based causal relationships discovery from event sequences for modeling behavioral user profile in ubiquitous environments
- Graph-Based Bioinformatics Mining Research and Application
- Connections between the lines: augmenting social networks with text
- Semantic Pattern Tree Kernels for Short-Text Classification
- Computational knowledge and information management in veterinary epidemiology
- Language independent semantic kernels for short-text classification
- Uncovering, Understanding, and Predicting Links
- Ascertaining Data Mining Rules Using Statistical Approaches
- Conceptual annotation of text patterns
- Interpretation of text patterns
- ALGAN: Time Series Anomaly Detection with Adjusted-LSTM GAN
- Effective Pattern Identification Approach for Text Mining
- AUTHOR QUERIES
- Research Challenges for Data Mining in Science and Engineering
- Advanced Pattern Mining
- Extracting Semantically Similar Frequent Patterns Using Ontologies
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