Papers

An exploration of error detection algorithms

Error detection consists of two main components: the first is the utilization of a dictionary, and the second comprises a …

Applications of data mining in Islamic sciences

Tagging of speech acts in Persian texts using a hidden Markov model

This document addresses one of the major challenges in computational linguistics known as Part-of-Speech (POS) tagging. POS tagging, which is …

A review of hierarchical classification methods for text documents with a comparative perspective

Nowadays, a vast amount of information and knowledge exists in textual form and digital format. Given the continuous growth of …

Intelligent Morphological Analyzer

This article aims to examine the "Noor Morphological Analyzer," an intelligent software system designed for the morphological processing of the …

Improving the tagging of unknown words in Persian texts using association rules

This article addresses and investigates one of the major challenges in computational linguistics: Part-of-Speech (POS) tagging of unknown words. POS …

Topic modeling

Topic modeling refers to a set of automated methods designed to organize, understand, search, and summarize electronic documents. In other …

Event Extraction from Classical Arabic Texts

Event extraction is one of the most useful and challenging Information Extraction (IE) tasks that can be used in many …

Automatic Hypertext Construction in Persian Texts Using Self-Organizing Map Neural Network

With the availability of electronic texts, users are encouraged to study them. Therefore users may encounter during their study with …

Semantically Clustering of Persian Words

Clustering is one of data mining task which aims to divides a set of objects into groups so that similar …

An Introduction to Noor Corpus and its Language Model

In Linguistics, a text corpus is defined as a large group of text documents. Text corpora are used in order …

A framework for detecting Holy Quran inside Arabic and Persian texts

This paper presents how to design and implement the Quranic intelligent engine to detect Quranic verses in the texts automatically. …

A new framework for detecting similar texts in Islamic Hadith Corpora

Nowadays similarity detection is one of the most applicable aspects of text mining techniques. There are different methods for similarity …

Automatic classification of Islamic Jurisprudence Categories

This paper evaluates some of text classification methods to classify Islamic jurisprudence classes. One of prominent Islamic sciences is jurisprudence, …

Extracting person names from ancient Islamic Arabic texts

Recognizing and extracting name entities like person names, location names, date and time from an electronic text is very useful …

Improving K-Nearest Neighbor Efficacy for Farsi Text Classification

One of the common processes in the field of text mining is text classification. Because of the complex nature of …

A Framework for Spelling Correction in Persian Language Using Noisy Channel Model

There are several methods offered for spelling correction in Farsi (Persian) Language. Unfortunately no powerful framework has been implemented because …

An Introduction to Noor Diacritized Corpus

This article is aimed to introduce Noor Diacritized Corpus which includes 28 million words extracted from about 360 hadith books. …