NDLI: Knowledge visualization for evaluation tasks

Content Provider	Springer Nature Link
Author	Baumeister, Joachim Freiberg, Martina
Copyright Year	2010
Abstract	Although various methods for the evaluation of intelligent systems have been proposed in the past, almost no techniques are present that support the manual inspection of knowledge bases by the domain specialist. Manual knowledge base inspection is an important and frequently applied method in knowledge engineering. Since it can hardly be performed in an automated manner, it is a time-consuming and costly task. In this paper, we discuss a collection of appropriate visualization techniques that help developers to interactively browse and analyze the knowledge base in order to find deficiencies and semantic errors in their implementation. We describe standard visualization methods adapted to specifically support the analysis of the static knowledge base structure, but also of the usage of knowledge base objects such as questions or solutions. Additionally, we introduce a novel visualization technique that supports the validation of the derivation and interview behavior of a knowledge system in a semi-automatic manner. The application of the presented methods was motivated by the daily practice of knowledge base development.
Starting Page	349
Ending Page	378
Page Count	30
File Format	PDF
ISSN	02191377
Journal	Knowledge and Information Systems
Volume Number	29
Issue Number	2
e-ISSN	02193116
Language	English
Publisher	Springer-Verlag
Publisher Date	2010-10-19
Publisher Place	London
Access Restriction	One Nation One Subscription (ONOS)
Subject Keyword	Validation Verification Knowledge engineering Manual inspection Business Information Systems Information Systems and Communication Service
Content Type	Text
Resource Type	Article
Subject	Artificial Intelligence Information Systems Human-Computer Interaction Hardware and Architecture Software

Sl.	Authority	Responsibilities	Communication Details
1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
5	Website/Portal (Helpdesk)	Queries regarding NDLI and its services	support@ndl.gov.in
6	Contents and Copyright Issues	Queries related to content curation and copyright issues	content@ndl.gov.in
7	National Digital Library of India Club (NDLI Club)	Queries related to NDLI Club formation, support, user awareness program, seminar/symposium, collaboration, social media, promotion, and outreach	clubsupport@ndl.gov.in
8	Digital Preservation Centre (DPC)	Assistance with digitizing and archiving copyright-free printed books	dpc@ndl.gov.in
9	IDR Setup or Support	Queries related to establishment and support of Institutional Digital Repository (IDR) and IDR workshops	idr@ndl.gov.in

Protecting business intelligence and customer privacy while outsourcing data mining tasks

Knowledge-aware identity services

Ranking-based evaluation of regression models

Visualisation and interaction for scientific exploration and knowledge discovery

Finding cohesive clusters for analyzing knowledge communities

Human-centered ontology engineering: The HCOME methodology

Dynamic evaluation of the development process of knowledge-based information systems

Visual transformation for interactive spatiotemporal data mining

Editorial: Introduction to Web Information Systems Engineering

Knowledge visualization for evaluation tasks

Similar Documents

Protecting business intelligence and customer privacy while outsourcing data mining tasks

Knowledge-aware identity services

Ranking-based evaluation of regression models

Visualisation and interaction for scientific exploration and knowledge discovery

Finding cohesive clusters for analyzing knowledge communities

Human-centered ontology engineering: The HCOME methodology

Dynamic evaluation of the development process of knowledge-based information systems

Visual transformation for interactive spatiotemporal data mining

Editorial: Introduction to Web Information Systems Engineering

Knowledge visualization for evaluation tasks