Plausible reasoning over large health datasets: A novel approach to data analytics leveraging semantics

H Mohammadhassanzadeh, SR Abidi… - Knowledge-Based …, 2024 - Elsevier
Plausible reasoning is an interesting and viable approach for semantic data analytics as it
provides a non-deterministic and exploratory approach to inferring new knowledge from …

Rich document representation and classification: An analysis

M Keikha, A Khonsari, F Oroumchian - Knowledge-Based Systems, 2009 - Elsevier
There are three factors involved in text classification. These are classification model,
similarity measure and document representation model. In this paper, we will focus on …

Document representation and quality of text: An analysis

M Keikha, NS Razavian, F Oroumchian… - Survey of text mining II …, 2008 - Springer
There are three factors involved in text classification: the classification model, the similarity
measure, and the document representation. In this chapter, we will focus on document …

[PDF][PDF] Using plausible inferences and Dempster-shafer theory Of evidence for adaptive information filtering

F Oroumchian, B Arabi, E Ashouri - 4th International Conference …, 2002 - researchgate.net
This paper describes a set of experiments investigating the use of Dempster-Shafer (DS)
theory of evidence in combining the evidences provided by plausible inferences in …

[PDF][PDF] Human Plausible Reasoning for Question Answering Systems

E Darrudi, M Rahgozar, F Oroumchian - International Conference on …, 2004 - academia.edu
Question Answering (QA) systems aim to communicate with users directly through natural
language to better meet the needs of information seekers. In this paper we describe our …

[PDF][PDF] Rich Document Representation for Document Clustering.

A Jalali, F Oroumchian - RIAO, 2004 - academia.edu
In traditional document clustering models, a document is considered as a bag of words. In
this paper we present a new method for generating feature vectors, using the sentence …

Using rich document representation in XML information retrieval

F Raja, M Keikha, M Rahgozar… - Comparative Evaluation of …, 2007 - Springer
In this paper we present a method of document representation called Rich Document
Representation (RDR) to build XML retrieval engines with high specificity. RDR is a form of …

[PDF][PDF] TeLQAS: a realization of humanlike inferences for knowledge-based question answering systems

E Darrudi, F Oroumchian, M Rahgozar… - Journal of …, 2005 - academia.edu
This paper reports on the implementation and evaluation of a knowledge-based domain-
specific question answering system called TeLQAS. This system employs a reasoning …

Logic-based XML information retrieval for determining the best element to retrieve

M Karimzadegan, J Habibi, F Oroumchian - International Workshop of the …, 2004 - Springer
This paper presents UOWD-Sharif team's approach for XML information retrieval. This
approach is an extension of PLIR which is an experimental knowledge-based information …

[PDF][PDF] An Application of Plausible Reasoning and Dempster-Shafer Theory of Evidence in Information Retrieval.

F Oroumchian, BN Araabi, E Ashoori - FSKD, 2002 - academia.edu
This paper describes a set of experiments investigating the use of Dempster-Shafer (DS)
theory of evidence in combining the evidences provided by plausible inferences in …