Automatic Inconsistency Detection for Online Responses

Yadav, Rinki; Khoo, Vincent K.T.; Lim, Chia Yean

doi:10.1115/1.859735.paper100

International Conference on Computer Engineering and Technology, 3rd (ICCET 2011) 2011

DOI: 10.1115/1.859735.paper100

|View full text |Cite

Automatic Inconsistency Detection for Online Responses

Rinki Yadav¹,

Vincent K.T. Khoo²,

Chia Yean Lim³

Help me understand this report

Search citation statements

Order By: Relevance

Paper Sections

Select...

Citation Types

Supporting

Mentioning

Contrasting

Year Published

2011

2013

Publication Types

Select...

Article2

Relationship

Self Cite0

Independent2

Authors

Journals

Cited by 2 publications

References 0 publications

Supporting

Mentioning

Contrasting

Order By: Relevance

A Methodology for Deliberating Prediction Criteria

Lim

Khoo

Belaton

2011

AMM

View full text Add to dashboard Cite

The economic downturn has been forcing many companies to use predictive analysis for spotting emerging product and technology trends and also future customer needs. Since every company is unique, without the assistance of some methodologies and tools, decision makers encounter great difficulties in conducting predictive analysis, especially in the deliberation and prioritization of new prediction criteria derived from the publicly available unstructured information. This paper proposes a unique methodology which attempts to integrate the personalization and visualization of new prediction criteria. The challenging iterative tasks are achieved through a rule-based inconsistency detection triad-based comparison algorithm, supported by sophisticated visual displays of the relative importance among the prediction criteria. It is hoped that the proposed methodology will intuitively support the decision makers in exploring and deliberating new criteria for making better predictions.

show abstract

A Methodology for Deliberating Prediction Criteria

Lim

Khoo

Belaton

2011

AMM

View full text Add to dashboard Cite

show abstract

Verification Mechanism for Online Responses in Criteria Prioritization

Lim

Khoo

Belaton

2013

AMM

View full text Add to dashboard Cite

In online criteria prioritization questionnaires, the respondents are not given an opportunity to verify and deliberate the reasons for each response. This paper describes a novel way to acquire the reasons and contexts behind the prioritization of criteria or alternatives, through a verification mechanism together with a set of logical rules. Essentially, a respondent is expected to visually verify the online responses against the reasons behind the prioritization of each pair of alternatives or criteria. A rule-based approach is then adopted to validate and display the inconsistent responses. Each respondent is expected to correct all detected inconsistency by recording the appropriate reasons and contexts in some concept maps. The resulting verification mechanism could be further enhanced and used as an intelligent organizational knowledge creation and maintenance framework for personalizing a group decision support setting.

show abstract

scite is a Brooklyn-based organization that helps researchers better discover and understand research articles through Smart Citations–citations that display the context of the citation and describe whether the article provides supporting or contrasting evidence. scite is used by students and researchers from around the world and is funded in part by the National Science Foundation and the National Institute on Drug Abuse of the National Institutes of Health.

Contact Info

hi@scite.ai

10624 S. Eastern Ave., Ste. A-614

Henderson, NV 89052, USA

Blog Terms and Conditions API Terms Privacy Policy Contact Cookie Preferences Do Not Sell or Share My Personal Information

Made with 💙 for researchers

Part of the Research Solutions Family.

Automatic Inconsistency Detection for Online Responses

Cited by 2 publications

References 0 publications

A Methodology for Deliberating Prediction Criteria

A Methodology for Deliberating Prediction Criteria

Verification Mechanism for Online Responses in Criteria Prioritization

Contact Info

Product

Resources

About