Machine knowledge: Creation and curation of comprehensive knowledge bases
Equip** machines with comprehensive knowledge of the world's entities and their
relationships has been a longstanding goal of AI. Over the last decade, large-scale …
relationships has been a longstanding goal of AI. Over the last decade, large-scale …
A survey of web information extraction systems
The Internet presents a huge amount of useful information which is usually formatted for its
users, which makes it difficult to extract relevant data from various sources. Therefore, the …
users, which makes it difficult to extract relevant data from various sources. Therefore, the …
Data mining: practical machine learning tools and techniques with Java implementations
Witten and Frank's textbook was one of two books that 1 used for a data mining class in the
Fall of 2001. The book covers all major methods of data mining that produce a knowledge …
Fall of 2001. The book covers all major methods of data mining that produce a knowledge …
[BOOK][B] The text mining handbook: advanced approaches in analyzing unstructured data
Text mining is a new and exciting area of computer science research that tries to solve the
crisis of information overload by combining techniques from data mining, machine learning …
crisis of information overload by combining techniques from data mining, machine learning …
[BOOK][B] Web data mining: exploring hyperlinks, contents, and usage data
B Liu - 2011 - Springer
Liu has written a comprehensive text on Web mining, which consists of two parts. The first
part covers the data mining and machine learning foundations, where all the essential …
part covers the data mining and machine learning foundations, where all the essential …
Ontology learning for the semantic web
The Semantic Web relies heavily on formal ontologies to structure data for comprehensive
and transportable machine understanding. Thus, the proliferation of ontologies factors …
and transportable machine understanding. Thus, the proliferation of ontologies factors …
Content-based book recommending using learning for text categorization
RJ Mooney, L Roy - Proceedings of the fifth ACM conference on Digital …, 2000 - dl.acm.org
Recommender systems improve access to relevant products and information by making
personalized suggestions based on previous examples of a user's likes and dislikes. Most …
personalized suggestions based on previous examples of a user's likes and dislikes. Most …
[BOOK][B] Ontologies
D Fensel, D Fensel - 2001 - Springer
Ontologies were developed in Artificial Intelligence to facilitate knowledge sharing and
reuse. Since the beginning of the nineties ontologies have become a popular research topic …
reuse. Since the beginning of the nineties ontologies have become a popular research topic …
Web mining research: A survey
With the huge amount of information available online, the World Wide Web is a fertile area
for data mining research. The Web mining research is at the cross road of research from …
for data mining research. The Web mining research is at the cross road of research from …
Unsupervised named-entity extraction from the web: An experimental study
The KnowItAll system aims to automate the tedious process of extracting large collections of
facts (eg, names of scientists or politicians) from the Web in an unsupervised, domain …
facts (eg, names of scientists or politicians) from the Web in an unsupervised, domain …