Ebook: Quality Issues in the Management of Web Information
- Tags: Computational Intelligence, Artificial Intelligence (incl. Robotics), Information Systems Applications (incl. Internet)
- Series: Intelligent Systems Reference Library 50
- Year: 2013
- Publisher: Springer-Verlag Berlin Heidelberg
- Edition: 1
- Language: English
- pdf
This research volume presents a sample of recent contributions related to the issue of quality-assessment for Web Based information in the context of information access, retrieval, and filtering systems.
The advent of the Web and the uncontrolled process of documents' generation have raised the problem of declining quality assessment to information on the Web, by considering both the nature of documents (texts, images, video, sounds, and so on), the genre of documents ( news, geographic information, ontologies, medical records, products records, and so on), the reputation of information sources and sites, and, last but not least the actions performed on documents (content indexing, retrieval and ranking, collaborative filtering, and so on).
The volume constitutes a compendium of both heterogeneous approaches and sample applications focusing specific aspects of the quality assessment for Web-based information for researchers, PhD students and practitioners carrying out their research activity in the field of Web information retrieval and filtering, Web information mining, information quality representation and management.
This research volume presents a sample of recent contributions related to the issue of quality-assessment for Web Based information in the context of information access, retrieval, and filtering systems.
The advent of the Web and the uncontrolled process of documents' generation have raised the problem of declining quality assessment to information on the Web, by considering both the nature of documents (texts, images, video, sounds, and so on), the genre of documents ( news, geographic information, ontologies, medical records, products records, and so on), the reputation of information sources and sites, and, last but not least the actions performed on documents (content indexing, retrieval and ranking, collaborative filtering, and so on).
The volume constitutes a compendium of both heterogeneous approaches and sample applications focusing specific aspects of the quality assessment for Web-based information for researchers, PhD students and practitioners carrying out their research activity in the field of Web information retrieval and filtering, Web information mining, information quality representation and management.
This research volume presents a sample of recent contributions related to the issue of quality-assessment for Web Based information in the context of information access, retrieval, and filtering systems.
The advent of the Web and the uncontrolled process of documents' generation have raised the problem of declining quality assessment to information on the Web, by considering both the nature of documents (texts, images, video, sounds, and so on), the genre of documents ( news, geographic information, ontologies, medical records, products records, and so on), the reputation of information sources and sites, and, last but not least the actions performed on documents (content indexing, retrieval and ranking, collaborative filtering, and so on).
The volume constitutes a compendium of both heterogeneous approaches and sample applications focusing specific aspects of the quality assessment for Web-based information for researchers, PhD students and practitioners carrying out their research activity in the field of Web information retrieval and filtering, Web information mining, information quality representation and management.
Content:
Front Matter....Pages 1-15
An Introduction to Quality Issues in the Management of Web Information....Pages 1-3
Inverted File-Based General Metric Space Indexing for Quality-Aware Similarity Search in Information Retrieval....Pages 5-34
Performance Prediction for Quality Recommendations....Pages 35-54
Automated Cleansing of POI Databases....Pages 55-91
A Survey of Volunteered Open Geo-Knowledge Bases in the Semantic Web....Pages 93-120
Fact Based Search Engine: News Fact Finder Utilizing Naive Bayes Classification....Pages 121-143
Quality-Based Knowledge Discovery from Medical Text on the Web....Pages 145-158
An Information Reliability Index as a Simple Consumer-Oriented Indication of Quality of Medical Web Sites....Pages 159-177
Challenges for Search Engine Retrieval Effectiveness Evaluations: Universal Search, User Intents, and Results Presentation....Pages 179-196
Back Matter....Pages 197-197
This research volume presents a sample of recent contributions related to the issue of quality-assessment for Web Based information in the context of information access, retrieval, and filtering systems.
The advent of the Web and the uncontrolled process of documents' generation have raised the problem of declining quality assessment to information on the Web, by considering both the nature of documents (texts, images, video, sounds, and so on), the genre of documents ( news, geographic information, ontologies, medical records, products records, and so on), the reputation of information sources and sites, and, last but not least the actions performed on documents (content indexing, retrieval and ranking, collaborative filtering, and so on).
The volume constitutes a compendium of both heterogeneous approaches and sample applications focusing specific aspects of the quality assessment for Web-based information for researchers, PhD students and practitioners carrying out their research activity in the field of Web information retrieval and filtering, Web information mining, information quality representation and management.
Content:
Front Matter....Pages 1-15
An Introduction to Quality Issues in the Management of Web Information....Pages 1-3
Inverted File-Based General Metric Space Indexing for Quality-Aware Similarity Search in Information Retrieval....Pages 5-34
Performance Prediction for Quality Recommendations....Pages 35-54
Automated Cleansing of POI Databases....Pages 55-91
A Survey of Volunteered Open Geo-Knowledge Bases in the Semantic Web....Pages 93-120
Fact Based Search Engine: News Fact Finder Utilizing Naive Bayes Classification....Pages 121-143
Quality-Based Knowledge Discovery from Medical Text on the Web....Pages 145-158
An Information Reliability Index as a Simple Consumer-Oriented Indication of Quality of Medical Web Sites....Pages 159-177
Challenges for Search Engine Retrieval Effectiveness Evaluations: Universal Search, User Intents, and Results Presentation....Pages 179-196
Back Matter....Pages 197-197
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