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Deep Learning Model Based On Resnet-50 For Beef Quality Classification, S. E. Abdallah, Wael M. Elmessery, M. Y. Shams, N. S. A. Al-Sattary Oct 2022

Deep Learning Model Based On Resnet-50 For Beef Quality Classification, S. E. Abdallah, Wael M. Elmessery, M. Y. Shams, N. S. A. Al-Sattary

Information Sciences Letters

Food quality measurement is one of the most essential topics in agriculture and industrial fields. To classify healthy food using computer visual inspection, a new architecture was proposed to classify beef images to specify the rancid and healthy ones. In traditional measurements, the specialists are not able to classify such images, due to the huge number of beef images required to build a deep learning model. In the present study, different images of beef including healthy and rancid cases were collected according to the analysis done by the Laboratory of Food Technology, Faculty of Agriculture, Kafrelsheikh University in January of …

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Role Of Social Work In Responding To Urgent Social Needs For Senior Citizens -Field Study, N. Yousif, E. Youssef, M. Aboraya Oct 2022

Role Of Social Work In Responding To Urgent Social Needs For Senior Citizens -Field Study, N. Yousif, E. Youssef, M. Aboraya

Information Sciences Letters

Social work plays a vital role in containing the corona crisis that has affected millions of people during the last years. This study aims to identify how social work services respond to the urgent social needs of senior citizens. The descriptive-analytical approach was adopted with 50 social workers who work at senior citizens centers at Ajman & Al Sharjah Emirates. The study results reveal modifications in senior citizens’ policies and strategic partnerships. Introduction of new high technology instruments for implementing online social work interventions. Health Care mobile unit was suspended, and more emphasis is placed on using sustainable and high-quality …

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Openness To Experience, Divergent Thinking, And Gender Differences: Domain And Facet Traits, B. N. Al-Samarrai, N. R. Alsalhi Oct 2022

Openness To Experience, Divergent Thinking, And Gender Differences: Domain And Facet Traits, B. N. Al-Samarrai, N. R. Alsalhi

Information Sciences Letters

Recent creativity studies have provided strong evidence supporting the role of the personality trait of Openness to Experience (Openness) in predicting creative behaviors. These studies have been largely conducted within the framework of the broad Big Five personality traits. In contrast, the validity of narrow traits of which compositing the broad traits has not been adequately addressed. We expected that considering narrow traits might help us deeper understand the role of Openness in creativity. We examined the extent to which narrow personality traits contribute to the prediction of divergent thinking beyond the Big Five factors. To this end, 144 Arab …

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Faculty Members’ Perspectives On The Role Of Palestinian Universities In Environmental Awareness And Culture, G. Q. Omar, N. R. Alsalhi Oct 2022

Faculty Members’ Perspectives On The Role Of Palestinian Universities In Environmental Awareness And Culture, G. Q. Omar, N. R. Alsalhi

Information Sciences Letters

The current study aimed to investigate the role of Palestinian universities in environmental awareness and culture from the perspective of faculty members. Depending on the quantitative approach, the researchers used in this study a questionnaire consisting of (43) items previously validated and reliable, divided into three areas: the administrative system (15) items, the educational system, and general culture (21) items, and the school curriculum (7) items. The study population consisted of all university faculty members, the number was (1418) faculty members from An-Najah University, Polytechnic University, and Al Istiqlal University. (180) faculty members were selected using a simple random method …

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Distance Learning In Emergencies: Social And Pedagogical Relations In The Context Of The Covid-19 Pandemic, S. Abdellatif, M. Eltahir, N. Al Salhi, S. Al Qatawneh Oct 2022

Distance Learning In Emergencies: Social And Pedagogical Relations In The Context Of The Covid-19 Pandemic, S. Abdellatif, M. Eltahir, N. Al Salhi, S. Al Qatawneh

Information Sciences Letters

The current study aims to investigate social and pedagogical relations during the experience of distance learning in emergencies, in the context of the spread of the Covid-19 pandemic. The study identifies the impact of the transition towards this new system in rebuilding social and pedagogical links between professors and students through a case study at Ajman University, as one of the institutions of higher education in the United Arab Emirates. The study relied on the quantitative approach and the sample of the study consisted of (730) students selected in a simple random manner. The study found that most of the …

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An Analytical Study Of Arabic Language Textbook Of Sixth Grade Level, S. S. Al Qatawneh Oct 2022

An Analytical Study Of Arabic Language Textbook Of Sixth Grade Level, S. S. Al Qatawneh

Information Sciences Letters

This study aimed to identify how sixth-grade intermediate students’ in the United Arab Emirates are involved with the Arabic language textbook. The researcher employed a descriptive-analytical method to achieve this aim, using Romy’s formula to determine students’ levels of involvement with the textbook. This determination was made based on the presentation of their material and activities after verifying the validity and reliability. A total of 381 pages from sections of the textbook were analyzed during the 2019/2020 academic year. The study focused on 30% (114) of the total number of pages. The total number of activities on the analyzed pages …

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The Needs Of Academically Outstanding Students And Their Relationship To Some Variables, Abed Rabbo, N. R. Al-Salihi Oct 2022

The Needs Of Academically Outstanding Students And Their Relationship To Some Variables, Abed Rabbo, N. R. Al-Salihi

Information Sciences Letters

In this study, the purpose was to investigate the needs of academically outstanding students at the Dubai International School from their perspective and to determine the importance and priority of providing these needs for them. A non-random, selective sample of (76) male and female students from ninth, tenth, eleventh, and twelfth grades participated in the study. A descriptive-analytical approach was used in order to meet the purpose of this study. Data was collected in the study using the scale of the needs as a tool to collect data. The study was carried out using SPSS statistical package. The results of …

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The Training Needs Of Primary School Teachers According To The Principles Of Sustainable Professional Development, M. Muhaisen, M. Muhaisen Oct 2022

The Training Needs Of Primary School Teachers According To The Principles Of Sustainable Professional Development, M. Muhaisen, M. Muhaisen

Information Sciences Letters

This study aims to uncover the training needs required for the teachers of the first three primary school grades according to the principles of sustainable professional development from the viewpoint of school principals in Jordan. The descriptive and analytical method was used, and to achieve the goal of the study, a questionnaire was developed consisting of 57 items distributed in four areas: planning, teaching strategies, classroom management, human relations, and evaluation strategies and tools. The study was applied to a sample consisting of 33 female principals from public schools in the Jordanian Directorate of Education of Ain Al-Basha for the …

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The Effect Of The Flipped Classroom On The Academic Achievement In Physics And Motivation Among Students Of Secondary Stage In Jordan, K. S. Alarabi, A. Alqawasmi, Najeh Alsalhi Oct 2022

The Effect Of The Flipped Classroom On The Academic Achievement In Physics And Motivation Among Students Of Secondary Stage In Jordan, K. S. Alarabi, A. Alqawasmi, Najeh Alsalhi

Information Sciences Letters

Learning physics outside the classroom has experienced low consideration in the past, but it has gained popularity in recent times. The current study aimed to explore the effect of using the flipped classroom strategy in teaching physics on academic achievement and motivating secondary school students in Jordan. A total of 84 students from the eleventh grade of secondary education from the Jordanian Ministry of Education participated in the study, divided into two groups, the experimental group (41) and the control group (43). Educational materials and study tools; comprehending scientific flipped classroom strategy designed and charted content, the Physics academic achievement …

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Attitudes Towards Test Applications In Virtual Classrooms And Their Relationship To Learning Motivation Among Female Students At Najran University, S. M. S. Alharbi Oct 2022

Attitudes Towards Test Applications In Virtual Classrooms And Their Relationship To Learning Motivation Among Female Students At Najran University, S. M. S. Alharbi

Information Sciences Letters

This study aimed to identify the level of attitudes towards the applications of tests in virtual classrooms and the degree of educational motivation among university students. The study used the descriptive method. The study sample was (540) female students who were selected from various faculties of humanities at Najran university. A questionnaire was conducted about attitudes towards testing applications in virtual classrooms and a scale about learning motivation. The results showed that the level of attitudes towards test applications in the virtual classroom from the point of view of the study sample was high. It was also found that the …

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Cybersecurity Awareness In African Higher Education Institutions: A Case Study Of Sudan, M. E. Eltahir, O. S. Ahmed Oct 2022

Cybersecurity Awareness In African Higher Education Institutions: A Case Study Of Sudan, M. E. Eltahir, O. S. Ahmed

Information Sciences Letters

The crisis caused by the rapid spread of the coronavirus (COVID-19) has imposed a swift and profound change on teaching and learning methods. Consequently, most higher education institutions around the world, including African higher education institutions, have moved from face-to-face teaching to online learning and teaching, which has made the use of the internet by university students necessary and obligatory regardless of the risks associated with unsafe use. This quick move to online teaching and learning has exposed African universities to a greater risk of cybercrime. This prompted the researchers to investigate the cybersecurity awareness levels among undergraduate students at …

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The Effectiveness Of Science Teachers’ Use Of Scientific Inquiry In Distance Learning During The Spread Of The Covid-19 Pandemic In Jordanian Public Schools, A. Alqawasmi, K. Alarabi, N. Alsalhi, F. Althunibat Oct 2022

The Effectiveness Of Science Teachers’ Use Of Scientific Inquiry In Distance Learning During The Spread Of The Covid-19 Pandemic In Jordanian Public Schools, A. Alqawasmi, K. Alarabi, N. Alsalhi, F. Althunibat

Information Sciences Letters

The advent of the coronavirus pandemic has disrupted several sectors including education, in general, and Science education. Consequently, we have had to look for creative alternatives and solutions compatible with our educational ambitions and objectives guaranteeing the continuity and efficacy of science education. This study aimed to investigate the efficacy of science teachers’ utilization of scientific inquiry in distance learning under the novel coronavirus pandemic in Jordan-based public schools. Adopting the quantitative approach, the researchers of this study used a questionnaire comprehending (30) consistent items, pre-checked for validity and reliability, subdivided into four themes: Significance of Scientific Inquiry, Extent of …

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Electrical And Magnetic Properties Of Mn-Bi-Sb Alloys, A. M. Ahmed, H. F. Mohamed, A. K. Diab, E. Y. Omar Oct 2022

Electrical And Magnetic Properties Of Mn-Bi-Sb Alloys, A. M. Ahmed, H. F. Mohamed, A. K. Diab, E. Y. Omar

Information Sciences Letters

MnBi1-xSbx alloys were prepared by the conventional melt technique. The Seebeck coefficient (S), electrical resistivity (ρ), and magnetic susceptibility (c) were measured at various temperatures ranging from ~100 to 400 K. The electrical resistivity of x £ 0.15 shows both semiconducting and metallic behavior depending on temperature and Sb content, whereas samples x 3 0.2 have only semiconductor behavior in all the temperature range. The negative sign of the Seebeck coefficient increases, i.e., the positivity decreases with the increasing Sb content. The magnetic susceptibility (χ) shows that alloys undergo ferro-paramagnetic transition at a certain temperature (TC) and the TC values …

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Effect Of Triple Treatment On The Surface Structure And Hardness Of 304 Austenitic Stainless Steel, Mohammed H. Fawey, A. M. Abd El-Rahman, F. M. El-Hossary, Tawheed Hashem Oct 2022

Effect Of Triple Treatment On The Surface Structure And Hardness Of 304 Austenitic Stainless Steel, Mohammed H. Fawey, A. M. Abd El-Rahman, F. M. El-Hossary, Tawheed Hashem

Information Sciences Letters

Nitriding, annealing, and carbonitriding processes are conducted to modify the surface of AISI 304 austenitic stainless steel via radio frequency plasma. A ~20 μm thick nitride layer is obtained in ten minutes at a plasma power of 450 W. Hence, all nitrided samples are annealed under vacuum for one hour at 400 ̊C. The nitrided-annealed samples are carbonitrided via the identical technique at various C2H2/N2 gas pressure ratios. Numerous analytical techniques, including X-ray diffractometry, glow discharge optical spectroscopy (GDOS), Talysurf Intra Profilemeter, optical microscopy (OM), scanning electron microscopy (SEM), and Vickers microhardness tester, were employed to investigate the triple-treated specimens. …

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Evaluation Of Media Ethics Courses In Jordanian Universities And Their Impacts On Students’ Social Responsibility, Hanan. K. Ismael Oct 2022

Evaluation Of Media Ethics Courses In Jordanian Universities And Their Impacts On Students’ Social Responsibility, Hanan. K. Ismael

Information Sciences Letters

The article aims to evaluate the impact of media ethics courses considering the values of social responsibility among students, and their relevance to the reality of practice from the point of view of media faculties staff in Jordanian universities. The study adopted the descriptive method and the interview (2) and questionnaire (39) of professors of media ethics courses. The main results of the article are: Most topics of media ethics courses adopted in faculties of media in Jordanian universities are principles and concepts of media ethics and codes (4.88). More indicators of fulfilling the media ethics courses with social responsibility …

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New Insights Of Asymmetric Cost Behavior In Non-Financial Mena Companies, J. Abu-Serdaneh Oct 2022

New Insights Of Asymmetric Cost Behavior In Non-Financial Mena Companies, J. Abu-Serdaneh

Information Sciences Letters

The study aims to investigate the asymmetric cost behavior in non-financial MENA companies and the influence of earnings management on cost stickiness. Also, the study investigates if cost stickiness is influenced by industry, economic transitions, and the companies’ characteristics. Using a sample of non-financial listed companies in ten MENA countries during 2010-2019, the results reveal sticky costs behavior and detect significant cost stickiness in the non-earnings sub-sample compared with the earnings management sub-sample, which points to that management choose to decrease expenses under the pressure of achieving earning target. The findings support prior related literature about the effect of GDP, …

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Fear Of The Unknown Among Normal People, People With Psychological Disorders, And People With Organic Disorders In The Light Of Some Demographic Variables, A. A. Al-Talhi, M. M. Al-Hothali, J. S. Al-Otaibi Oct 2022

Fear Of The Unknown Among Normal People, People With Psychological Disorders, And People With Organic Disorders In The Light Of Some Demographic Variables, A. A. Al-Talhi, M. M. Al-Hothali, J. S. Al-Otaibi

Information Sciences Letters

The present paper aimed to determine the fear of the unknown among normal people, people with psychological disorders, and people with organic disorders in the light of some demographic variables. The authors adopted the descriptive-comparative method and developed and applied a three-domain questionnaire to a randomly selected sample of (942) participants. The results showed that the people with psychological disorders suffer from fear of the unknown more than normal people and people with organic disorders at a significance level of (0.05). There were no statistically significant differences between the different categories of psychological disorders (including generalized anxiety disorder, depression, panic …

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The Impact Of Corporate Governance On Agency Costs In Jordanian Service Companies, R. I. Abdel-Aziz, H. M. Alrabba Oct 2022

The Impact Of Corporate Governance On Agency Costs In Jordanian Service Companies, R. I. Abdel-Aziz, H. M. Alrabba

Information Sciences Letters

The objective of this study investigates the impact of corporate governance (CG) on agency costs (AC) in Jordanian service companies. The analysis is conducted using the random-effects model on a sample of (42) service companies listed in the Amman Stock Exchange, during the period (2012-2018). Independent variables are used (Board Size, CEO Duality, Audit Committee, Managerial Compensation, Dividend, & Leverage). AC are measured by Asset Turnover Ratio (AT), Selling, General & Administrative Expense Ratio (SG&A) & Free Cash Flow (FCF). This study also includes three control variables: firm size, firm growth & firm profitability. The results of this study, according …

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A Proposal For Activating The Social Responsibility Of Saudi Universities Towards Meeting The Needs Of Families Of Persons With Disabilities, L. Bin-Saddiq Oct 2022

A Proposal For Activating The Social Responsibility Of Saudi Universities Towards Meeting The Needs Of Families Of Persons With Disabilities, L. Bin-Saddiq

Information Sciences Letters

The present research aims to identify the needs of families of persons with disabilities, explore the reality of Saudi universities’ practice of their social responsibility to meet those needs, identify the relevant obstacles and present a proposal to activate the practice of Saudi universities of this responsibility. To achieve the research objectives, the author adopted the descriptive analytical approach. A questionnaire (prepared by the author) was adopted to collect the data. It was applied to a sample of (53) unemployed mothers of female students with (physical, visual and hearing disability), who are enrolled in the Deanship of Student Affairs (Section …

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Factors Related To Performance Problems Of Distance Education Among Primary School Pupils Under Covid-19 And Confrontation Mechanisms (A Field Study), B. K. Alenzi Oct 2022

Factors Related To Performance Problems Of Distance Education Among Primary School Pupils Under Covid-19 And Confrontation Mechanisms (A Field Study), B. K. Alenzi

Information Sciences Letters

The present research paper aims to identify the factors related to performance problems of distance education among primary school pupils under COVID-19 and their confrontation mechanisms. It adopted the descriptive analytical method and applied a questionnaire to collect data. The population of the search covered all primary school teachers numbered (13364) in (487) primary public schools in Riyadh, whereas the sample included (695) teachers in public schools in Riyadh. The results showed that the high effect size of the problems-related social factors scored (4.18), the high effect size of the problems-related economic factors scored (4.09), the high effect size of …

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The Effect Of E-Learning In Improving Academic Achievement And Self-Efficacy, L. B. O. Mohammed, F. S. Y. Al-Hudden Oct 2022

The Effect Of E-Learning In Improving Academic Achievement And Self-Efficacy, L. B. O. Mohammed, F. S. Y. Al-Hudden

Information Sciences Letters

The aim of this study is to identify the effect of e-learning in improving academic achievement and self-efficacy among university students and to explore if there are any significant differences among the students due to (gender and academic level) variables. It also, aims to detect the relationship between the academic achievement and self-efficacy. The study utilized the descriptive method. Three scales- consist of e-learning measure, designed by the researchers, academic achievement scale of El-Guasma 2012 (modified) and Ralfs scale(2011) of Self-efficacy- were used to collect data from sample consists of 360 male and female students selected randomly from Najran University. …

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Developing An Efficient Secure Query Processing Algorithm On Encrypted Databases Using Data Compression, Ahmed I. Taloba, Mohamed A. Fouly, Taysir H. A. Soliman Oct 2022

Developing An Efficient Secure Query Processing Algorithm On Encrypted Databases Using Data Compression, Ahmed I. Taloba, Mohamed A. Fouly, Taysir H. A. Soliman

Information Sciences Letters

Distributed computing includes putting aside the data utilizing outsider storage and being able to get to this information from a place at any time. Due to the advancement of distributed computing and databases, high critical data are put in databases. However, the information is saved in outsourced services like Database as a Service (DaaS), security issues are raised from both server and client-side. Also, query processing on the database by different clients through the time-consuming methods and shared resources environment may cause inefficient data processing and retrieval. Secure and efficient data regaining can be obtained with the help of an …

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A Predictive Model For Student Performance In Classrooms Using Student Interactions With An Etextbook, Ahmed Abd Elrahman, Taysir H. A. Soliman, Ahmed I. Taloba, Mohammed F. Farghally Oct 2022

A Predictive Model For Student Performance In Classrooms Using Student Interactions With An Etextbook, Ahmed Abd Elrahman, Taysir H. A. Soliman, Ahmed I. Taloba, Mohammed F. Farghally

Information Sciences Letters

With the rise of online eTextbooks and Massive Open Online Courses (MOOCs), a huge amount of data has been collected related to students’ learning. With the careful analysis of this data, educators can gain useful insights into their students’ performance and their behavior in learning a particular topic. This paper proposes a new model for predicting student performance based on an analysis of how students interact with an interactive online eTextbook. By being able to predict students’ performance early in the course, educators can easily identify students at risk and provide a suitable intervention. We considered two main issues: the …

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Case Study On The Dissemination Of Radicalism On Social Media, I. M. Aburezeq, F. F. Dweikat, A. S. Al-Shaar, M. A. S. Khasawneh Oct 2022

Case Study On The Dissemination Of Radicalism On Social Media, I. M. Aburezeq, F. F. Dweikat, A. S. Al-Shaar, M. A. S. Khasawneh

Information Sciences Letters

The purpose of this study was to determine whether or not there is a close connection between exposure to radicalism and the quantity of terrorism-related discourse on social media. For this study, responses from local high school students were gathered using a technique called as simple random sampling. The number of samples was determined using the method for proportional stratified random sampling, with a precision value of 10 percent and a confidence level of 90 percent. After applying these settings, a total sample of 93 respondents was generated. The data collection process comprised survey research and literature studies, while the …

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Shyness And Its Relation With Self-Esteem In Light Of Some Variables, Y. N. Al Sabi, S. A. Jaradat, M. N. Ayasrah, M. A. S. Khasawneh Oct 2022

Shyness And Its Relation With Self-Esteem In Light Of Some Variables, Y. N. Al Sabi, S. A. Jaradat, M. N. Ayasrah, M. A. S. Khasawneh

Information Sciences Letters

This study aimed at addressing shyness for learning disabilities students in the province of Irbid in the Hashemite Kingdom of Jordan. The descriptive-correlative approach was used. The sample consisted of (250) male and female learning disabilities students of grades two and four at public school in the province of Irbid. To achieve study objectives, shyness scale was developed, and the validity and reliability of its indicators we verified. Findings revealed that the level of shyness for learning disabilities students in the province of Irbid was moderate. They, also, revealed that the presence of statistical differences in the level of shyness …

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Approach To Improve Reading Skill Of Students With Dyslexia, A. S. Al Hadhrami, M. G. Raja Al-Amrat, M. A. S. Khasawneh, S. R. Darawsheh Oct 2022

Approach To Improve Reading Skill Of Students With Dyslexia, A. S. Al Hadhrami, M. G. Raja Al-Amrat, M. A. S. Khasawneh, S. R. Darawsheh

Information Sciences Letters

The purpose of this research is to define and explain the way of learning to read that is effective in increasing the reading abilities of students with dyslexia. The qualitative research technique that was employed in this study consisted of case study analysis. Those who participated in this research had dyslexia as their primary diagnosis. Interviews, observation, and documentation were employed as data gathering methods, with triangulation techniques being used to assess the validity of the information. Data analysis is carried out by the Miles and Huberman model, which includes data gathering, data reduction, data presentation, and final findings. Several …

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Assistive Technology In Special Education Students And Its Impact On Engagement Into Education, S. Aldehami Oct 2022

Assistive Technology In Special Education Students And Its Impact On Engagement Into Education, S. Aldehami

Information Sciences Letters

This paper was displaying the importance of several laws, regulations, resources, and practices that support the understanding of students with disabilities, as well as emphasized the impact of implementing assistive technology (AT) in schools. Also, this paper presented the evidenced-based practices to implement AT and the potential impact on students with disabilities when utilizing concepts such as WATI, Quality Indicators of AT, the assistive technology continuum (high- low tech), and the SETT Framework. Moreover, it provided some of the implications of using AT (i.e., procedures, resources, cost, referral, professional development, attitudes, etc.) toward the integration of AT in school.

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The Effectiveness Of Using Mobile Interactive Voice Assistant Applications In Developing Academic Self-Efficacy Of Saudi University Students During The Covid-19 Pandemicthe Effectiveness Of Using Mobile Interactive Voice Assistant Applications In Developing Academic Self-Efficacy Of Saudi University Students During The Covid-19 Pandemic, S. S. Aldayel Oct 2022

The Effectiveness Of Using Mobile Interactive Voice Assistant Applications In Developing Academic Self-Efficacy Of Saudi University Students During The Covid-19 Pandemicthe Effectiveness Of Using Mobile Interactive Voice Assistant Applications In Developing Academic Self-Efficacy Of Saudi University Students During The Covid-19 Pandemic, S. S. Aldayel

Information Sciences Letters

The current research aimed to investigate the effectiveness of using mobile interactive voice assistant applications (i.e. Siri and Google Assistant) in developing Saudi university students’ academic self-efficacy during the COVID-19 pandemic. The research followed the one group quasi-experimental design. It was delimited to a period of the second term during the academic year 2020-2021. Forty-eight participants completed the Arabic Academic Self-Efficacy Scale developed and validated by the author. Results indicated that the participants showed higher improvement in the mean scores of the posttest compared to the pre-test. Additionally, in the post-testing of academic self-efficacy according to grade point average variable, …

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New Prospective Of Developing The Capabilities Of The Faculty Members At The University Based On United Nations Sustainable Development Goals 2030, F. B. Al-Mutairi Oct 2022

New Prospective Of Developing The Capabilities Of The Faculty Members At The University Based On United Nations Sustainable Development Goals 2030, F. B. Al-Mutairi

Information Sciences Letters

The aim of the current study is to create a new Prospective of developing the capabilities of Universities’ faculty members Based on United Nations Sustainable Development Goals 2030. The current study is based on the descriptive approach in defining the general features of Sustainable Development through a critical review of the United Nations Sustainable Development Goals 2030, Sustainable Development components and principles of achieving sustainable development goals 2030. The current study also worked on drawing three expected roles for the University in achieving the United Nations goals for Sustainable Development which included: the University roles according to the academic entity, …

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Diagnosis Of Covid-19 From X-Rays Using Recurrent Neural Network, S. Hussein, M. Otair, S. Alzoubi, A. Al-Sayyed Oct 2022

Diagnosis Of Covid-19 From X-Rays Using Recurrent Neural Network, S. Hussein, M. Otair, S. Alzoubi, A. Al-Sayyed

Information Sciences Letters

Nearly two years ago, the COVID-19 pandemic caused by the SARS-CoV-2 virus has caused drastic changes in many aspects of life at many levels in the world, and this has affected peoples lifestyles. This impact was particularly significant and impactful on the health sectors, among many others. The COVID-19 virus has essentially increased the demand for treatment, diagnosis and testing. The definitive test for diagnosing COVID-19 is reverse transcriptase polymerase chain reaction (RT-PCR); nevertheless, chest x-ray is a quick, effective and inexpensive diagnosis to detect possible pneumonia associated with COVID-19. In this study, the feasibility of using a deep learning-based …

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