Artificial intelligence (AI), deep learning, machine learning and neural networks represent extremely exciting and powerful machine learning-based techniques used to solve many real-world problems. Artificial intelligence is the branch of computer sciences that emphasizes the development of intelligent machines, thinking and working like humans. For example, recognition, problem-solving, learning, visual perception, decision-making and planning. Deep learning is a subset of machine learning in artificial intelligence that has networks capable of learning unsupervised from data that is unstructured or unlabeled. Deep learning (...) is a technique used to generate face detection and recognize it for real or fake by using profile images and determine the differences between them. In this study, we used deep learning techniques to generate models for Real and Fake face detection. The goal is determining a suitable way to detect real and fake faces. The model was designed and implemented, including both Dataset of images: Real and Fake faces detection through the use of Deep learning algorithms based on neural networks. We have trained dataset which consists of 9,000 images for total in 150 epochs, and got the ResNet50 model to be the best model of network architectures used with 100% training accuracy, 99.18% validation accuracy, training loss 0.0003, validation loss 0.0265, and testing accuracy 99%. (shrink)

Background: The castor bean is a large grassy or semi-wooden shrub or small tree. Any part of the castor plant parts can suffering from a disease that weakens the ability to grow and eliminates its production. Therefore, in this paper will identify the pests and diseases present in castor culture and detect the symptoms in each disease. Also images is showing the symptom form in this disease. Objectives: The main objective of this expert system is to obtain appropriate diagnosis of (...) the disease. Methods: In this paper, the expert system is designed for the ability of agricultural engineers to detect and diagnose disease of castor like as: seeding blight, alternaria blight, cercospora leaf spot, powdery mildew and wilt. This system presents the disease symptoms, survival and spread, favorable conditions and image for each disease. Clips and Delphi expert system languages are used for designing and implementing the proposed expert system. Results: The expert system in the diagnosis of castor diseases was assessed by farmers and agricultural engineers and they were satisfied and accepted with its quality of performance. Conclusions: The expert system is easy for farmers and people have experience in the plant of castor to detect and diagnosis the symptoms that may face this plant from several disease. (shrink)

This article looks at the inadequacy of space available to women in the two most holy sites for all Muslims: Masjid al-Haram in Makkah and Masjid an-Nabawi in Madinah, Saudi Arabia. I argue that religious discourse, shaped by geopolitical factors, has framed piety for women primarily in terms of modesty, such that a woman is often considered a good Muslim if she is visible only within her female community but invisible to the larger society. Furthermore, I argue that the allocation (...) of meager space affects not only the perception of women's religious standing in society, but also women's own perception about their moral selves. The article claims that by being relegated to small sections within religious spaces, women's collective worship is evident neither to the community at large nor can it be fully experienced by individual women, thus placing obstacles in women's path to seek to closeness to God. (shrink)

How do we know that what has happened to us is a microaggression? I claim in this chapter that our understanding about how we perceive microaggression is grounded in the cultivation and critical reflection about experiences of people who occupy marginalized social locations. My aim is to explore the nature of epistemic harms of microaggression in order to highlight how they diminish the microaggressed’s ability to generate and participate in making knowledge claims. I differentiate between the primary (direct) harm of (...) microaggressive acts, and the secondary epistemic harms that occur in the aftermath of the microaggression, particularly when the microaggressed attempts to convey their experience to others. I conclude with an analysis of the two secondary harms in hopes that it helps us explore a possible avenue of resistance to the epistemic harms of microaggression. (shrink)

My aim in this paper is to carve out a political understanding of the Muslim identity. The Muslim identity is shaped within a religious mold. Inseparable from this religious understanding is a political one that is valuable in its own right in order to secure any sustainable possibility of participating politically as Muslims within a democratic liberal democracy, such as the United States. Here I explore not the historical or theological formation of the Muslim identity, rather a metaphysical understanding of (...) it, in order to mobilize politically while avoiding the traps of essentialism. I begin with a brief overview of the early understandings of the term “identity politics” in the United States. Moving beyond interest-based movements I explore María Lugones' particular understanding of the self as multiplicitous. I then offer examples of the Muslim identity within the context of a social movement and individualist claims, in order to draw out the political aspects of the Muslim identity. In the final section I argue that the theological criteria that define “who counts as a Muslim” is a crucial aspect of how many Muslims may understand their identity as Muslims. However, I claim that in order to avoid the traps of marginalization of Muslim minorities, one must understand oneself as a multiplicitous political agent and that, furthermore, such an understanding is not at odds with Islam or one's own understanding of their identity as Muslim. (shrink)

The current COVID-19 pandemic and the previous SARS/MERS outbreaks of 2003 and 2012 have resulted in a series of major global public health crises. We argue that in the interest of developing effective and safe vaccines and drugs and to better understand coronaviruses and associated disease mechenisms it is necessary to integrate the large and exponentially growing body of heterogeneous coronavirus data. Ontologies play an important role in standard-based knowledge and data representation, integration, sharing, and analysis. Accordingly, we initiated the (...) development of the community-based Coronavirus Infectious Disease Ontology in early 2020. -/- As an Open Biomedical Ontology (OBO) library ontology, CIDO is open source and interoperable with other existing OBO ontologies. CIDO is aligned with the Basic Formal Ontology and Viral Infectious Disease Ontology. CIDO has imported terms from over 30 OBO ontologies. For example, CIDO imports all SARS-CoV-2 protein terms from the Protein Ontology, COVID-19-related phenotype terms from the Human Phenotype Ontology, and over 100 COVID-19 terms for vaccines (both authorized and in clinical trial) from the Vaccine Ontology. CIDO systematically represents variants of SARS-CoV-2 viruses and over 300 amino acid substitutions therein, along with over 300 diagnostic kits and methods. CIDO also describes hundreds of host-coronavirus protein-protein interactions (PPIs) and the drugs that target proteins in these PPIs. CIDO has been used to model COVID-19 related phenomena in areas such as epidemiology. The scope of CIDO was evaluated by visual analysis supported by a summarization network method. CIDO has been used in various applications such as term standardization, inference, natural language processing (NLP) and clinical data integration. We have applied the amino acid variant knowledge present in CIDO to analyze differences between SARS-CoV-2 Delta and Omicron variants. CIDO's integrative host-coronavirus PPIs and drug-target knowledge has also been used to support drug repurposing for COVID-19 treatment. -/- CIDO represents entities and relations in the domain of coronavirus diseases with a special focus on COVID-19. It supports shared knowledge representation, data and metadata standardization and integration, and has been used in a range of applications. (shrink)

In this paper, I explore the significance of an intersectional lens when it comes to our conversations surrounding the #MeToo movement, in particular the way that such a lens helps us in recognizing narratives of sexual assault and harassment that are not typically viewed as such. The mainstream discourse on #MeToo in the United States has been quite exclusionary when it comes to women who are non-dominantly situated within societal structures. In particular, this paper looks at how Muslim American women’s (...) issues surrounding sexual assault and harassment are presented as exotic and a function of their religion and culture, further narrowing what is considered worthy of attention within the discourse of the #MeToo movement. I argue that one such instance of sexual harassment that isn’t seen as such, is hijab snatching within particular contexts. Furthermore, I argue that a lack of an intersectional lens results in not only privileging certain harmful voices under the guise of inclusivity, but even when invaluable voices are allowed to enter mainstream discourse, they are often the sort that sidestep issues of Western imperialistic practices, Islamophobia, racialization of Muslims, etc. I highlight the dangers of speaking for others, especially in ways that attribute sexual violence experienced by Muslim women to their cultures and/or their men. I argue that acknowledging these dangers is in itself a crucial part of an inclusive conversation on #MeToo. (shrink)

From the very beginning of his career, Freud tried to define anxiety. The most widespread hypothesis among Freudian scholars is that he developed two theories of anxiety. In the first one, anxiety is conceived as resulting from the transformation of sexual energy that could not be properly discharged. In the second hypothesis, in turn, the concept of anxiety as a reaction to danger is emphasized. This paper sets out to discuss Freud’s early views on affect and anxiety and argues that, (...) even in the earliest stages of the development of his theory, there is an anticipation of the ideas about the relationship between memory and signs of danger, on one hand, and anxiety, on the other, that were to be more thoroughly developed in his 1926 book Inhibitions, Symptoms and Anxiety. Keywords: psychoanalysis; Freud; anxiety; affect; neurosis. (shrink)

The political posture often encouraged in liberatory movements is that of urgency. Urgency is based on the idea that if oppressed peoples do not act “now,” then their fate is forever sealed as subordinates within social and political power hierarchies. This paper focuses on a contrasting political posture, termed presence of mind, motivated by the current political atmosphere of distrust and disenfranchisement in which some Muslim-Americans find themselves. Presence of mind is defined as the ability to critically unpack visceral affective (...) responses to injustice—giving special consideration to power structures, one’s social location, and relationships—and then to asses an appropriate response in virtue of that consideration that best upholds our commitments. This paper argues that cultivating presence of mind acknowledges the complexities of the Muslim-Americans’ identity while providing a posture that allows the resistor to best represent their political commitments. (shrink)

Medical billing has become so intertwined with patient care, that in order to be truly committed to the physician's telos of managing a patient's medical suffering, it is imperative that physician ought to reexamine many of the ethical considerations about billing.

This study deals with the protection of intellectual property rights in French and Iraqi civil law. This is because the literary and life creativity in Iraq is declining, it is difficult to invest money in new things, and the number of people who comply with the artificial laws made since 2003 is increasing, and secondly, another reason, people's ignorance of the existing laws in Iraq. Iraq, so it is necessary. In each legislation, legal mechanisms are used to promote media and (...) life publishing and help people make money in the process of inventing literary and life works, which can be achieved by granting them a series of intellectual property rights that represent different privileges. From the fundamental rights of people, which are psychologically and morally valid at one or more points in time. This leads us to delve deeper into these rights, which have been incorporated into civil subjects since the creation of some of them through exchanges between authors and publishers or those who own innovative objects. This returns to the ownership model of the target company. In this way, we will mainly discuss the issue of intellectual property rights and carefully discuss the specific rights divided between the French Civil Code and the Civil Code, and then turn our attention to the two themes of law and incentives. The Civil Code collapses. This consists of comparing the independence of intellectual property rights, mainly regulated by French and Iraqi civil laws, and secondly with some provisions of the model. (shrink)

Purpose: In this article, we will discuss the narrations and prophecies that exist in Islam, both in Shia, Sunni and other religions regarding Imam Mahdi. This article also attempts to deal with Holy Fatima and her characteristics. Also, we will show that Imam Mahdi is mentioned not only in other religions but also in other books. Also, this research was conducted to answer and clarify three questions that stated in the Introduction section. Methods: We performed our methods in 4 (...) stages: Identifying studies, Selection of Studies, Collating Studies, Reporting results. Results: According to Abrahamic religions, a person will reappear and establish fairness and justice with the help of God, who is called Imam Mahdi and based on the opinion of Christians, he is Christ. If the Shiites, may Allah help them in His obedience, had fulfilled their covenant with united hearts, then there would have been no delay in meeting the Promised Saviour. Conclusion: The concept of Imam Mahdi is universal and cannot just be rejected. The appearance of Imam Mahdi will coincide with the coming back of Jesus Christ. Imam Mahdi, with the assistance of the Messiah, will ensure the completion and practical actualization of the mission of the Prophet Muhammad. The Hidden Imam wrote to Abu-Omar Ameri: The Prophet’s daughter (Holy Fatima) is a nice model for me. We hope this article will take an important step in acquainting people with Imam Mahdi and Jesus Christ and paving the ground for their reappearance. (shrink)

This article examines the portrayal of matricentric feminism as well as expounds the issues of mythology and how both informed each other in Umaru Landan and Dexter Lyndersay’s Shaihu Umar. It argues that Fatima’s sojourn in search of her son, Shaihu, is propelled by a will borne out of motherhood and given strength by supernatural forces. The methodological base of the study is qualitative in nature appropriating the concepts of matricentric feminism and mythology as structural scaffoldings while Jacques Derrida’s (...) concept of deconstruction will be used as analytical framework. This concept attempts to challenge the interpretation of a text based on conventional notions of stability of human self, the external world, and of language and meaning. The philosophy of existence of the eponymous character is revealed in the play. The article tries to probe if the matricentric elements exuded by Fatima (Shaihu’s mother) are just a will tied to motherhood or if it is given strength by the metaphysics of presence and the messianic. (shrink)

Death which is inevitably for every mortal is a sadness for those who are left behind is the cause of sırrrow. While some people reflect this sadness out-word as a tear some of them rebel against this through and cry out. -/- Some of them are traditionally reguired or lamenting as showy. For this reason it is inevitable to reveal the Position of the head of the head In İslam and the fact that it is not permissible to narrate it. (...) As a result of person who dies after A person who dies and sheds tears and silent or vocal crying like the lgnorant. -/- It’s not possible to say that, Permissible to cry after And that person sheds tears and tears. Because this situation is the essence of creation and work of mercy. The prophet Muhammad and Omar (d. 23/644), Fatima (d. 11/632), Ibn Mes’ud (d. 32/652-53), Ibn Omar (d. 73/692) Arecrying because of the death of their loved ones. However it’s understood that It’s not permissible to say the merits and beauty of the person who died from the narrations and to call the shocks of shouting and shouting. And it seen that, If a dead person is crying like that and affect and contribution of the dead person in it, He will see the punishment. This article aims to present to rumors that the prophet and some of companions had cried to their death relatives cried and cried forbidden behaviors and interpret and comment on the narrations about the punishment of the dead by the cry of alive and reveal the permissible and non-pemissible behaviors and forms of crying. (shrink)

The precise nature of microaggression purposely obscures the exploration of the intentionality of perpetrator and the quantification of the harm committed. The act fits neatly into a system that privileges some and validates their reality to themselves and to us. This paper explores microaggression and recommends strategies for avoiding its harms.

This chapter argues that the Earth King of Ba Sing Se, King Kuei, willfully maintained ignorance of the true state of his kingdom so that he could enjoy the privileges that came with his position, while remaining derelict in his duty to his people. The King maintains this ignorance at the expense of his people, both by condoning certain urban designs and by resisting knowledge that upsets his lifestyle. When the Avatar team first arrive at Ba Sing Se in “City (...) of Walls and Secrets,” Joo Dee tells them that the city has many walls and each wall serves a purpose, but people know there is more to the walls than their utility. This chapter looks at the ways that urban design promote artificial social homogeneity and prevent cross‐economic and cultural socialization. (shrink)

An area agency on aging is a public or private nonprofit organization designated by the state to address the needs and concerns of all older persons at the regional and local levels in the United States 2019). AAAs have a successful history of developing, coordinating, and implementing comprehensive networks of services and programs that enrich communities and the lives of older adults. AAAs were established through a provision of the Older Americans Act, which was signed into law by President Lyndon (...) B. Johnson. Specifically, AAAs were created with the 1973 reauthorization of the OAA. AAAs create the infrastructure to execute comprehensive long-term support services that ensure the independence of older adults. (shrink)

Abstract The main objective of this study was assessment of the reading comprehension proficiency of grade school learners in terms of the following variables: getting the main idea, noting details, and sequencing of events among the 35 learners of Yusop Dais Elementary School enrolled. The data were gathered through a Reading Comprehension Proficiency Test (RCPT) developed by the researcher. This instrument underwent validation by a panel of experts and pilot testing for reliability analysis where an acceptable coefficient of 0.77 was (...) found. The study found out the significant difference in the level of proficiency along the aforementioned variables. Moreover, study revealed that the level of proficiency was less proficient in the three variables tested and the overall level of proficiency was also less proficient, they have not fully acquire the reading proficiency necessary for them to comprehend the reading materials used. Meanwhile, there was no significant difference in the level of proficiency along the variables, thus the null hypothesis is accepted. The outputs of the study, would give substantial insights for the teachers to develop teaching reading techniques in the grade school level therefore, it is recommended that development of reading remediation program be implemented. Keywords: reading comprehension, assessment, proficiency level, remediation program. (shrink)

This paper argues that one of the most valuable insights that Muslim-Americans ought to bring into the political arena is our affective response to the government of the United States' internal and foreign policies regarding Muslims. I posit the concept of empathy as one such response that ought to inform our foreign policy in a manner inclusive of Muslim-Americans. The scope of our epistemic privilege encompasses the affective response that crosses borders of the nation-state in virtue of our propinquity to (...) the narratives of Muslims globally. Such an affective response is crucial to our selves remaining multiplicitous and whole. Furthermore, I argue that we ought to access and assess those aspects of our identity that make us subject to suspicions of disloyalty, because it is precisely those aspects that can inform our social and political discourse in a more morally adequate and responsive way. (shrink)

This study delves into the feasibility of introducing a market in Barangay Tanagan, Calatagan, Batangas, with a primary focus on assessing its viability and potential impact on local economic development. Utilizing survey questionnaires and employing statistical analysis techniques, the research gathered data from a carefully selected sample of 366 residents out of the total population of 4,224. The study evaluates both the potential benefits and challenges associated with establishing the proposed market. Findings, subjected to thorough analysis through methods such as (...) frequency counts and weighted mean calculations, provide valuable insights into discernible patterns, emerging trends, and relevant correlations. This analytical approach contributes to a pragmatic perspective that informs and guides future studies in the field. The study reveals an interest among respondents in the establishment of public markets in their vicinity, recognizing its potential to bolster the barangay and attract diverse opportunities. The anticipated positive impact extends to fostering economic growth and enhancing local commerce in Barangay Tanagan. Consequently, based on these compelling findings, the researchers advocate for a proposal outlining the establishment of a public market in Barangay Tanagan as a means of addressing the identified needs and aspirations of the community. (shrink)

This piece contextualizes a discussion by liminal feminists on the identifiers ‘women of color’ and ‘Third World women’ that emerged from some uncomfortable and constructive conversations at the 2015 FEAST conference. I focus on concerns of marginalization and gatekeeping that are far too often reiterated within the uneasy racial dynamics among feminist philosophers.

In its war on terror, the United States tortured and abused individuals in its custody over a decade. This article examines a specific sort of epistemic response by Americans to the use of torture by their government, the sort of response that enables Americans to operate with epistemic ignorance to maintain a favorable construction of their identity as Americans. I lay out the concept of American ignorance as the active production of false and/or incomplete beliefs about what it means to (...) be an American and explore the mechanism through which this ignorance operates in society. The article argues for accountability to create better epistemic environments necessary for any meaningful shift in how Americans perceive themselves qua Americans. (shrink)

This essay is a conversation between two South Asian Muslim sisters both of whom are feminist academics of color, where one immigrated to the United States and the other, a decade apart, to United Kingdom. The aim of this essay is to examine the ways in which white supremacist structures influenced and molded our personal journeys as well as how our narratives are deeply entangled within broader conversations around patriarchy, neo-liberal feminism, and anti-Muslim racism.

In this chapter, I deal with some of the reasons why the United States should not institute any implicit or explicit religion-based tests as grounds for immigration. I argue it is extremely impractical to formulate and execute a test that would be effective in rooting out extremists. However, even if such a test could be devised, immigration requirements that link religion to belonging inevitably foster an irrational fear of an entire group of people as perpetual outsiders. Furthermore, religion-based immigration tests (...) set up a state apparatus where the government surveils its residents for their thoughts and beliefs. (shrink)

Can doctors maintain good character? This paper shifts the focus from patient care to ethical considerations that bear on the physician and impact her as a person. By decentering patient care, the paper highlights certain factors that habituate a particular way of reasoning that is not conducive to inculcating good character. Such factors include, standards of professionalism, being influenced by external monitors, and emphasis on adherence to guidelines. While such factors may benefit patients, they often adversely affect the character of (...) physicians. (shrink)

Overall, this book is indispensable for anyone wanting to have a richer understanding of how the Qur’an is read and interpreted within a feminist context. It is a wonderful synthesis of the work that has been done in the field thus far and provides tools necessary to seek out new avenues in understanding the Qur’an while still retaining a feminist spirit. Yet, in the end, this book does not disturb Muslim world order. It remains an overwhelming possibility for Hidayatullah that (...) interpretations which hierarchally differentiate between men and women may not be wrong. There is a comforting sense of resignation, or at least an affirmation of the ambivalence that Muslim mothers have transmitted to their daughters for centuries. We, feminist Muslims, are left with the same ambiguity with which we started the book. However, we now have a much deeper understanding of the nature of that ambiguity, and that perhaps is worth embracing in itself. (shrink)

The underlying objective of this project is to examine the ways in which the exclusionary status of Muslim-Americans remains unchallenged within John Rawls’ version of political liberalism. Toward this end, I argue that the stipulation of genuine belief in what is reasonably accessible to others in our society is an unreasonable expectation from minorities, given our awareness of how we are perceived by others. Second, using the work of Lisa Schwartzman, I show that Rawls’ reliance on abstraction of closed society (...) legitimizes the exclusion of citizens with marginal social locations. And finally, applying Charles Mills’ critique of ideal theory, I argue that Rawls’ idealization of a posture of civic friendship detracts from a discussion of equally significant societal values while sustaining existing social hierarchies. (shrink)

O objetivo deste artigo é discutir a teoria do movimento de Aristóteles que, por sua vez, está estreitamente associada a sua cosmologia, onde o Universo é concebido como aquilo que nunca foi gerado, nem é possível perecer, não teve começo, nem terá fim, visto que a matéria, ela mesma, nunca foi gerada.

Foundational relations play an important role in the ontological foundations of conceptual modeling. Their investigation has been theoretically addressed in philosophical/ontological theories, and empirically offered in foundational ontologies (FOs). FOs are comprehensive theories that model the world as top-level entities and relations. Empirically, for modelers aiming to use foundational relations without an urge for entity types, FOs seem to be complex to comprehend, comply with, and integrate in practice. And since the practice of these relations is critical for conceptual modeling (...) tasks, we present an approach that builds a well-founded entity-type free relations theory within a first-order-logic formalization, besides large complex FOs. The theory contributes to a minimal set of foundational ontological relations (FORT) by importing extant theories (mereotopology and location) and (re-)formalizing other relations (dependence, membership, constitution, and entity-location), while no FO has compromised this set. (shrink)

There is no doubt that custard apple diseases are among the important reasons that destroy the Custard Apple plant and its agricultural crops. This leads to obvious damage to these plants and they become inedible. Discovering these diseases is a good step to provide the appropriate and correct treatment. Determining the treatment with high accuracy depends on the method used to correctly diagnose the disease, expert systems can greatly help in avoiding damage to these plants. The expert system correctly diagnoses (...) Custard Apple disease to make it easier for farmers to find the right treatment based on the appropriate diagnosis. Objectives: A specialized syllable language system was established for the diagnosis of Custard Apple plant disease. (shrink)

Background: Depression (major depressive disorder) is a common and serious medical illness that negatively affects how you feel, the way you think and how you act. Fortunately, it is also treatable. Depression causes feelings of sadness and/or a loss of interest in activities once enjoyed. It can lead to a variety of emotional and physical problems and can decrease a person’s ability to function at work and at home. Depression affects an estimated one in 15 adults (6.7%) in any given (...) year. And one in six people (16.6%) will experience depression at some time in their life. Depression can strike at any time, but on average, first appears during the late teens to mid-20s. Women are more likely than men to experience depression. Some studies show that one-third of women will experience a major depressive episode in their lifetime. Objectives: The main goal of this expert system is to get the appropriate diagnosis of disease and the correct treatment and give the appropriate method of treatment through several tips that concern the disease and how to treat it and we will see it through the application on the expert system. Methods: in this paper the design of the proposed Expert System which was produced to help Psychologist in diagnosing depression disease through its symptoms such as: a loss of energy, a change in appetite, sleeping more or less, anxiety, reduced concentration, indecisiveness, restlessness, feelings of worthlessness, guilt or hopelessness and thoughts of self-harm or suicide. The proposed expert system presents an overview about depression disease is given, the cause of diseases is outlined and the treatment of disease whenever possible is given out. SL5 Object Expert System language was used for designing and implementing the proposed expert system. Results: The proposed depression disease diagnosis expert system was evaluated by psychologist students and they were satisfied with its performance. Conclusions: The Proposed expert system is very useful for psychologist, patients with depression and newly graduated psychologist. (shrink)

The aim of this paper is to evaluate the critical success factors and investigate the benefits that might be gained once implementing Electronic Customer Relationship Management at HEI from employee perspective. The study conducted at Al Quds Open University in Palestine and data collected from (300) employee through a questionnaire which consist of four variables. A number of statistical tools were intended for hypotheses testing and data analysis, including Spearman correlation coefficient for Validity, reliability correlation using Cronbach’s alpha, and Frequency (...) and Descriptive analysis. The overall findings of the current study show that all the features were important for staff and it was critical success factors, at the same time, websites were providing all the features discussed by the theory whereas staff showed their willingness to use those features if provided. It is also discovered that implementing Electronic Customer Relationship Management can cause staff retention, were provided efficiently and needed to be improved. Research limitations: The survey findings were based on QOU employee in Palestine, UAE and KSA branches not included in the study. (shrink)

The study aimed to identify the relationship between correcting the deviations in the measurement of performance and achieving the objectives of control and the performance of the job at the Islamic University in the Gaza Strip. To achieve the objectives of the research, the researchers used the descriptive analytical approach to collect information. The questionnaire consisted of (20) statements distributed to three categories of employees of the Islamic University (senior management, faculty members, their assistants and members of the administrative board). (...) A random sample of 314 employees was selected and 276 responses were retrieved with a recovery rate of 88.1%. The Statistical Analysis Program (SPSS) was used to enter, process, and analyze the data. The results of the study showed a positive relationship between correcting deviations in performance measurement and achieving the control objectives represented by the functional performance in the Islamic University from the point of view of the members (senior management, faculty and their assistants, and the administrative board), where the relative weight of all the paragraphs was (74.25%). The study recommended the need to ensure that the actual performance of the planned performance is matched and decisions are taken to correct the serious deviations and take the necessary measures in terms of retraining and change in regulations, wages and bonuses and punishment of the culprit, neglect and negligence by mistake. (shrink)

This paper aims at helping trainees to overcome the difficulties they face when dealing with Arduino platform by describing the design of a desktop based intelligent tutoring system. The main idea of this system is a systematic introduction into the concept of Arduino platform. The system shows the circuit boards of Arduino that can be purchased at low cost or assembled from freely-available plans; and an open-source development environment and library for writing code to control the board topic of Arduino (...) platform. The system is adaptive with the trainee’s individual progress. The system functions as a special tutor who deals with trainees according to their levels and skills. Evaluation of the system has been applied on professional and unprofessional trainees in this field and the results were good. (shrink)

The study aims to identify the efficiency of the university education performance from the perspective of postgraduate and undergraduate students in international and Palestinian universities. The analytical descriptive approach was used for this purpose and the questionnaire was used as a main tool for data collection. The study community consists of: post graduate students, (23850) graduate students and (146355) undergraduate students. The sample of the study was 378 graduate students and 383 undergraduate students. The random stratified sample was used. The (...) Statistical Package of Social Sciences (SPSS) was also used for data analysis. The study reached a number of results, the most important of which are: The level of efficiency of educational performance in Palestinian and international universities from the point of view of postgraduate and undergraduate students was high. And that there are significant differences between the average views of the sample of the study on the efficiency of educational performance in Palestinian and international universities attributed to the University and to the benefit of international universities. The study concluded many recommendations, the most important of which is the necessity of continuing to develop e-learning strategies that affect the efficiency of educational performance and research commensurate with the university's position in the local and international community, which puts it on the best classification between local and international universities through e-learning. (shrink)

This paper presents the design and development of intelligent tutoring system for teaching Oracle. The Oracle Intelligent Tutoring System (OITS) examined the power of a new methodology to supporting students in Oracle programming. The system presents the topic of Introduction to Oracle with automatically generated problems for the students to solve. The system is dynamically adapted at run time to the student’s individual progress. An initial evaluation study was done to investigate the effect of using the intelligent tutoring system on (...) the performance of students. (shrink)

Abstract: Smoke detectors are critical devices for early fire detection and life-saving interventions. This research paper explores the application of Artificial Neural Networks (ANNs) in smoke detection systems. The study aims to develop a robust and accurate smoke detection model using ANNs. Surprisingly, the results indicate a 100% accuracy rate, suggesting promising potential for ANNs in enhancing smoke detection technology. However, this paper acknowledges the need for a comprehensive evaluation beyond accuracy. It discusses potential challenges, such as overfitting, dataset size, (...) and class imbalance, and presents strategies employed to address these issues. Additionally, the paper emphasizes the importance of alternative evaluation metrics, including precision, recall, and F1-score, to assess the model's performance comprehensively. Detailed information regarding the model architecture, data preprocessing, and hyperparameter tuning is provided to enhance the reproducibility of the research. The study also discusses ethical considerations and the implications of false positives and false negatives in smoke detection applications. While achieving 100% accuracy is a notable accomplishment, this paper calls for cautious interpretation and further validation in real-world settings. It concludes by highlighting areas for future research and improvement in smoke detection technology, emphasizing the need for practical deployment and the reduction of false alarms. (shrink)

Security and privacy are the major concerns in the internet of things (IoT) which are uncertain and unpredictable. Trust aware routing is one of the recent and effective strategies which ensure better resilience for IoT nodes from different security threats. Towards such concern, this paper proposes a new strategy called independent onlooker withstanding trust aware routing (IOWTAR) for IoT. IOWTAR introduced a new compound trust metric by combining three individual metrics namely independent trust, onlooker trust, and withstanding trust (a combination (...) of resilient trust and immovability trust). Independent trust and onlooker trust are assessed based on direct and indirect experiences of nodes about their neighbor nodes. Withstanding trust is assessed based on the stability and resilience of nodes towards dynamic topological changes and network failures respectively. Further, this work adapted the Firefly algorithm (FFA) to optimize the weights of individual trusts and establishes a secure path. Simulation experiments carried out over the proposed method had shown its superiority in terms of packet delivery ratio, delay, and throughput. The proposed method has gained an average improvement in the throughput is of 23.71%, 20.18%, 17.27%, and 2.88% from PSO, GSA, WOA, and CBBMOR-TSM-IOT methods respectively. (shrink)

A new translation and edition of Aristotle's Protrepticus (with critical comments on the fragments) -/- Welcome -/- The Protrepticus was an early work of Aristotle, written while he was still a member of Plato's Academy, but it soon became one of the most famous works in the whole history of philosophy. Unfortunately it was not directly copied in the middle ages and so did not survive in its own manuscript tradition. But substantial fragments of it have been preserved in several (...) works by Iamblichus of Chalcis, a third century A.D. neo-Pythagorean philosopher and educator. On the basis of a close study of Iamblichus' extensive use and excerption of Aristotle's Protrepticus, it is possible to reconstruct the backbone of the lost work, and then to flesh it out with the other surviving reports about the work from antiquity (for example in Alexander of Aphrodisias and other ancient commentators on Aristotle). It is also possible to identify several papyrus fragments of the work, and many references and literary allusions in later authors, especially Cicero, whose own lost dialogue Hortensius was a defense of philosophy modeleld on Aristotle's. (shrink)

Cardiovascular diseases, including heart disease, pose a significant global health challenge, contributing to a substantial burden on healthcare systems and individuals. Early detection and accurate prediction of heart disease are crucial for timely intervention and improved patient outcomes. This research explores the potential of neural networks in predicting heart disease using a dataset collected from Kaggle, consisting of 1025 samples with 14 distinct features. The study's primary objective is to develop an effective neural network model for binary classification, identifying the (...) presence or absence of heart disease. The neural network architecture includes an input layer, a hidden layer, and an output layer, designed to capture intricate relationships within the dataset. Rigorous training and validation processes, accompanied by data preprocessing steps, ensure the model's robustness and generalization capabilities. The results demonstrate promising performance, with an accuracy of 92% and an average error of 0.062. Moreover, an analysis of feature importance highlights key predictors, including "oldpeak," "thalach," "trestbps," "ca," "thal," "cp," "chol," "sex," "restecg," "age," "slope," "fbs," and "exang." This research contributes to the field of predictive healthcare by leveraging neural networks to enhance heart disease prediction. The developed model offers the potential for early identification of individuals at risk, facilitating timely medical interventions and ultimately improving public health. Further exploration of machine learning techniques in healthcare promises to reshape disease prediction and prevention strategies. (shrink)

Learning programming is thought to be troublesome. One doable reason why students don’t do well in programming is expounded to the very fact that traditional way of learning within the lecture hall adds more stress on students in understanding the Material rather than applying the Material to a true application. For a few students, this teaching model might not catch their interest. As a result, they'll not offer their best effort to grasp the Material given. Seeing however the information is (...) applied to real issues will increase student interest in learning. As a consequence, this may increase their effort to be taught. In the current paper, we try to help students learn C# programming language using Intelligent Tutoring System. This ITS was developed using ITSB authoring tool to be able to help the student learn programming efficiently and make the learning procedure very pleasing. A knowledge base using ITSB authoring tool style was used to represent the student's work and to give customized feedback and support to students. (shrink)

In these days, there is an increasing technological development in intelligent tutoring systems. This field has become interesting to many researchers. In this paper, we present an intelligent tutoring system for teaching mathematics that help students understand the basics of math and that helps a lot of students of all ages to understand the topic because it's important for students of adding and subtracting. Through which the student will be able to study the course and solve related problems. An evaluation (...) of the intelligent tutoring systems was carried out and the results were encouraging. (shrink)

Papaya is a tropical fruit with a green cover, yellow pulp, and a taste between mango and cantaloupe, having commercial importance because of its high nutritive and medicinal value. The process of sorting papaya fruit based on maturely is one of the processes that greatly determine the mature of papaya fruit that will be sold to consumers. The manual grading of papaya fruit based on human visual perception is time-consuming and destructive. The objective of this paper is to the status (...) classification of papaya fruits if it's mature or partially matured or unmatured. A deep learning technique that was extensively applied to image recognition was used. The trained model achieved an accuracy of 100% on a held-out test set, demonstrating the feasibility of this approach. Classification model of VGG16 achieved a 100% accuracy and 112 seconds of training time. (shrink)

The evolution of Intelligent Tutoring System (ITS) is the result of the amount of research in the field of education and artificial intelligence in recent years. English is the third most common languages in the world and also is the internationally dominant in the telecommunications, science and trade, aviation, entertainment, radio and diplomatic language as most of the areas of work now taught in English. Therefore, the demand for learning English has increased. In this paper, we describe the design of (...) an Intelligent Tutoring System for teaching English language grammar to help students learn English grammar easily and smoothly. The system provides all topics of English grammar and generates a series of questions automatically for each topic for the students to solve. The system adapts with all the individual differences of students and begins gradually with students from easier to harder level. The intelligent tutoring system was given to a group of students of all age groups to try it and to see the impact of the system on students. The results showed a good satisfaction of the students toward the system. (shrink)

Abstract: Sign language recognition is one of the most rapidly expanding fields of study today. Many new technologies have been developed in recent years in the fields of artificial intelligence the sign language-based communication is valuable to not only deaf and dumb community, but also beneficial for individuals suffering from Autism, downs Syndrome, Apraxia of Speech for correspondence. The biggest problem faced by people with hearing disabilities is the people's lack of understanding of their requirements. In this paper we try (...) to fill this gap. By trying to translate sign language using artificial intelligence algorithms, we focused in this paper using transfer learning technique based on deep learning by utilizing a MobileNet algorithm and compared it with the previous paper results[10a], where we get in the Mobilenet algorithm on the degree of Accuracy 93,48% but the VGG16 the accuracy was 100% For the same number of images (43500 in the dataset in size 64*64 pixel ) and the same data split training data into training dataset (70%) and validation dataset(15%) and testing dataset(15%) and 20 epoch . (shrink)

In this paper an Artificial Neural Network (ANN) model was used to help cars dealers recognize the many characteristics of cars, including manufacturers, their location and classification of cars according to several categories including: Buying, Maint, Doors, Persons, Lug_boot, Safety, and Overall. ANN was used in forecasting car acceptability. The results showed that ANN model was able to predict the car acceptability with 99.12 %. The factor of Safety has the most influence on car acceptability evaluation. Comparative study method is (...) suitable for the evaluation of car acceptability forecasting, can also be extended to all other areas. (shrink)

The aim of this study was to identify the obstacles facing the application of knowledge management and its impact on performance at Palestine Technical University-Kadoorei from the point of view of employees and to detect the differences between the average views of the study sample on the subject of the study according to some variables such as (gender, nature of work, Education Level, specialization, years of experience). The study followed the descriptive analytical method and the questionnaire as a tool for (...) study. It was distributed to 74 employees. After the questionnaire was distributed, the data was collected and coded and entered into the computer and processed statistically using the SPSS program. The study found that the percentage of approval of the obstacles to the application of knowledge management at Palestine Technical University-Kadoorei differed between few and large, and the relative weight of the axis was complete (68.2). The degree of awareness of the workers of the reality of performance excellence at the University of Palestine Technical-Kadoorei was between medium and very large. There is an impact of the constraints of the application of knowledge management on performance excellence at Palestine Technical University-Kadoorei. In light of the results of the previous study, the researchers recommended that the importance of knowledge management should be taken into account in order to raise the university's reputation and reputation at home and abroad and improve its services to students and the local community. And to promote the exchange of experiences and knowledge with local, regional and international universities in order to enhance the knowledge and preserve it and provide modern and sophisticated scientific techniques and use them in administrative and academic work at the university. (shrink)