Arabic language is one of the most widely spoken languages. This language has a complex
morphological structure and is considered as one of the most prolific languages in terms of …

The continuous increasing in the amount of the published and stored information requires a
special Information Retrieval (IR) frameworks to search and get information accurately and …

Retrieval (IR) frameworks. It is responsible for retrieving an ordered list of the most relevant
document to the required query. Traditional Arabic Information Retrieval (AIR) models …

Abstract Arabic IR (Information Retrieval) has recently become a focus of research and
commercial development. Very few standards for evaluation of such tools are known and …

As storage becomes more sufficient and less expensive, the amount of information retained
by businesses and institutions is likely to increase. For these increasing amounts of …

In this paper, we propose to exploit different morpho-semantic resources to enhance Arabic
information retrieval (IR). We use standardised LMF Arabic dictionaries and Arabic corpora …

The conventional information retrieval (IR) framework consists of four primary phases,
namely, pre-processing, indexing, querying and retrieving results. Some phases of the …

The Vector Space Model (VSM) is a common document representation model that is widely
used in data mining and information retrieval (IR) systems. However, this technique poses …

The foremost goal of this research is to develop algorithms for Arabic monolingual and cross-
language Information Retrieval (IR) systems to improve the retrieval effectiveness. The …

The purpose of information retrieval is to find all the relevant documents for a user's query in
a collection of documents. Natural language processing for information retrieval consists in …