A substantial portion of today’s multimedia data exists in the form of unstructured text. However, the unstructured nature of text poses a significant task in meeting users’ information requirements. Text classification (TC) has been extensively employed in text mining to facilitate multimedia data processing. However, accurately categorizing texts becomes challenging due to the increasing presence of non-informative features within the corpus. Several reviews on TC, encompassing various feature selection (FS) approaches to eliminate non-informative features, have been previously published. However, these reviews do not adequately cover the recently explored approaches to TC problem-solving utilizing FS, such as optimization techniques.

The current study aims to investigate the effect of (SWOM) strategy on acquiring the psychological concepts of educational psychology course and its retention among education college students. To do this, a sample of (57) male and female student were intentionally selected from first grade, Kurdish department / college of education / Ibin Rushd of human sciences. The sample distributed on two classes, whereby the experimental group consisted of (28) student were taught according to the (SWOM) strategy while the control group made up of (29) student were taught based on the tradition method. The two researchers designed a scale included (50) item to measure students' achievement. The experiment lasted for ten weeks, SPSS was used

Background: Bullying victimization is a major public health problem. Interest in bullying in Arab world is a recent phenomenon. Publication on victimization in Iraq is scares. Therefore this study was conducted to report bullying among students of Iraqi schools.
Methods: A total of 302 students from Baghdad was selected by a cluster random sample to include in this study. An Arabic version of standardized questionnaire was obtained from the International (ISPCAN). Identification of bullying (bullies, victims and sexual victims) was done by using a cutoff for the scoring of bullying manifestation in the questionnaire depending on three repeated action at least to consider as bullies. P value less than 0.05 was considered significant fo

This research aims to identify the effectiveness of modern media technologies represented by satellite TV in the development of good citizenship values when students. To achieve this purpose were selected a sample of 44 students in the Department of Electrical technologies in Technical Institute in Nasiriyah in southern Technical University during the school year (2015-2016).
Was determined the general objectives of the use of modern media techniques represented satellite TV is to promote the values of good citizenship among the sample of students in order to make them good citizens in the community could contribute to the development and upgrading it. And put the general plan of research. Promising researchers measure of good citizen

Language ecology is the interactions between the environment and language. Such a discipline, ‘language ecology’ or ‘ecolinguistics has been founded by Einar Haugen’. Accordingly,  the study aims at qualitatively reviewing the theoretical and conceptual issues surrounding the subject of language ecology  by tracing the roots of language ecology. It further highlights the fundamental inconsistencies between how the concept of ecology is perceived in sociology and biology, and is applied to language, particularly, transposing the main central concepts of bio-ecology, such as relationship/interaction, environment, and organism to human language and theory of ecological-linguistic. The theory wavers among placing the focus

the Aesthetics Approach For Marx is Arts goes is live With his Material Philosophy
.But that does not mean that, the aesthetic for Marx is equal with, the aesthetic in Art in its
importance even if there are complicated relations between the two . There for Marx considered
that for each human practiced material activity. There is an aesthetic aspect and this what makes
Arts a distinguished form of social knowledge .The aesthetic here is a dialectic unit used to
reflect life and value.

this worl was carried oit on 50 woman they were attended to the gynecological out patinetand non albicans vared among age group

Özet

           Türkiye  türkçesinde ''Anlam bilimi (Semantik)'' tezin ana konusu ve dilin adlandırma ve sınıflandırma incelemesini ele alır. Türk dilbilimcilerine göre bu dilbilimlerin şubesine bir tanım sunar. Semantik, tarih bakımından başlanlangıcı, oluşunu ve geliştirmesini de inceleniyor.

        Bu konu ile ilgili yayınlanmış olan bazı tezlerin de alındı. Türk dilbilimcilerin görüşünu Mehmet Hengirmen, Konay Karaağaç, Sezai Güneş, Fuat Bozkurt ve Hüseyin Atay ve diğerlerdir.

        Bu tez anlam bilimi dalların özellikleri ve anlam değiştirmesi

Background: Literature documented that depression is a sequelae of exposure to wars and widespread violence. In Iraq, high figures of depression were published.
Objectives: To report on the prevalence of depression among women in the high crowded area, Al-Sader city, Baghdad.
Method: A total of 440 females were included in this study. There were selected randomly from relatives of patients accompanied them in attending to primary health care centers. Beck –Depression Inventory (BDI)-II was used to assess depression. Demographic data were requested, too.
Result: The prevalence of depression was 68.4%. Old age women, divorced and widows were determinants of depr

Nowadays, internet security is a critical concern; the One of the most difficult study issues in network security is "intrusion detection". Fight against external threats. Intrusion detection is a novel method of securing computers and data networks that are already in use. To boost the efficacy of intrusion detection systems, machine learning and deep learning are widely deployed. While work on intrusion detection systems is already underway, based on data mining and machine learning is effective, it requires to detect intrusions by training static batch classifiers regardless considering the time-varying features of a regular data stream. Real-world problems, on the other hand, rarely fit into models that have such constraints. Furthermor