Built-in decision thresholds for AI diagnostics are ethically problematic, as patients may differ in their attitudes about the risk of false-positive and false-negative results, which will require that clinicians assess patient values.

Neuron diagrams are heavily employed in academic discussions of causation. Stephen Mumford and Rani Lill Anjum, however, offer an alternative approach employing vector diagrams, which this paper attempts to develop further. I identify three ways in which dispositionalists have taken the activities of powers to be related: stimulation, mutual manifestation, and contribution combination. While Mumford and Anjum do provide resources for representing contribution combination, which might be sufficient for their particular brand of dispositionalism, I argue that those resources are not (...) flexible enough to further accommodate either stimulation or mutual manifestation. Representational tools are provided to address these limitations, improving the general value of the vector model for dispositionalist approaches to causation. (shrink)

In this paper we present the concept of neutrosophic quadruple algebraic structures. Specially, we study neutrosophic quadruple rings and we present their elementary properties.

Abstract: Artificial Intelligence (AI) has rapidly advanced, offering significant potential to transform business decision-making. This paper delves into how AI can be harnessed to enhance strategic decision-making within business contexts. It investigates the integration of AI-driven analytics, predictive modeling, and automation, emphasizing their role in improving decision accuracy and operational efficiency. By examining current applications and case studies, the paper underscores the opportunities AI offers, including improved data insights, risk management, and personalized customer experiences. It also addresses the challenges businesses (...) face when adopting AI, such as data privacy concerns, integration difficulties, and the need for skilled professionals. The paper concludes by offering recommendations for successfully implementing AI solutions to maximize benefits while mitigating potential challenges. (shrink)

This paper will consider ethical issues arising from medical tort litigation. I will argue that deep changes are required to ensure fairness in litigation and in order to hold morally responsible those corporations that take unnecessary risks with consumers’ lives.

I argue that God lacks the standing to blame or punish people for their sin if theological determinism is true, and that this is so even if sinners deserve both blame and punishment for sins God determines them to commit (and thus even if theological determinism is compatible with human free will and moral responsibility). I then respond to two recent objections to this conclusion, one by John Ross Churchill, the other by Patrick Todd. I conclude by noting several implications (...) of the position here defended. (shrink)

Current approaches used in educational research and practice to evaluate the quality of written arguments often rely on structural analysis. In such assessments, credit is awarded for the presence of structural elements of an argument, such as claims, evidence, and rebuttals. In this article, we discuss limitations of such approaches, including the absence of criteria for evaluating the quality of the argument elements. We then present an alternative framework, based on the Rational Force Model (RFM), which originated from the work (...) of a Nordic philosopher Næss. Using an example of an argumentative essay, we demonstrate the potential of the RFM to improve argument analysis by focusing on the acceptability and relevance of argument elements, two criteria widely considered to be fundamental markers of argument strength. We outline possibilities and challenges with using the RFM in educational contexts and conclude by proposing directions for future research. (shrink)

This paper proposes a novel theoretical framework for reconciling quantum mechanics with relativity that leads to a theory of quantum gravity by examining the fundamental nature of time. In the first section we argue that it is possible to perform an experiment for oneself in which, with enough ‘internal technology’ it is possible to distinguish between one’s experience of time on the one hand, and one’s thoughts about one’s experience of time on the other hand. The former gives McTaggart's A-series (...) (future/present/past) and the latter gives McTaggart’s B-series (earlier/simultaneous/later). Several arguments are then given for why this should work, and several Gedankenexperiments, including Einstein’s Train, are explored and it is shown how they can be solved using this notion of time. These series lead directly to the Presentist Fragmentalist interpretation of quantum mechanics [Merriam 2022a]. To a first approximation, quantum mechanics primarily operates in the A-series and relativity operates in the B-series. The interpretation is used to propose a theory of quantum gravity, where the A-series and the B-series become mixed. It is then shown how this theory leads to the Schrodinger equation in one limit and General Relativity in another limit. (shrink)

This paper presents a falsifiable prediction based on A-theories of time, which require both an A-series (future/present/past) and B-series (earlier/simultaneous/later) of time. We make an unusual argument based on the temporal search parameters of YouTube videos, which requires *two* parameters. We make the falsifiable prediction that no interface with just *one* parameter can be made that has the same functionality (as would be asserted in B-theories). This circumstance applies to many areas of human endeavor. We extend this analysis to clocks, (...) showing how sundials, analog clocks, digital clocks, and atomic clocks all fundamentally operate using both temporal series. The progression from hardware to software clocks in computers reveals how both series persist through increasing levels of abstraction. These findings suggest that physics, being fundamentally based on clock measurements, must incorporate both temporal series rather than attempting to reduce one to the other. This approach offers new insights into the relationship between quantum mechanics and relativity, suggesting that quantum mechanics primarily operates in A-series time while relativity operates in B-series time, potentially illuminating why their unification has proven challenging. (shrink)

La irrupción de la Inteligencia artificial (IA) causa esperanzas e incertidumbres, por las amplias posibilidades que tiene, pero también por los riesgos que representa. Luego de explicar sucintamente en qué consiste la IA, se exponen ejemplos de la presencia de sistemas y aplicaciones en distintos y dispares campos: en la industria, la biotecnología, el cambio climático, la medicina, los negocios, el entretenimiento y las finanzas. Los efectos que la IA puede causar en el planeta, en la cultura y en la (...) vida de los seres humanos hace necesaria una reflexión sobre la eticidad de esas aplicaciones, pues su omnipresencia puede derivar en una algor-cracia (la era digital gobernada por algoritmos) por lo que es necesario pensar y desarrollar una algor-ética, que oriente la utilización de la IA y sus aplicaciones. Se ofrece un decálogo de pautas éticas que permitirán que aquello es técnicamente posible, esté a favor de los seres humanos y nunca les haga daño, ni propicie condiciones adversas o lesivas para ellos. Además de la regulación ética y bioética, las aplicaciones de la IA necesitan un marco jurídico. Se comenta brevemente la Ley de Inteligencia artificial, aprobada por el Parlamento Europeo en marzo del 2024 y redactada con un enfoque basado en el riesgo. Se concluye que son imprescindibles unos parámetros éticos y bioéticos que humanicen la IA, sobre la base de una antropología verdadera, que garantice su utilización al servicio de lo humano, poniendo en el centro la primacía de la dignidad humana. (shrink)

Despite their centrality to medicine, drugs are not easily defined. We introduce two desiderata for a basic definition of medical drugs. It should: (a) capture everything considered to be a drug in medical contexts and (b) rule out anything that is not considered to be a drug. After canvassing a range of options, we find that no single definition of drugs can satisfy both desiderata. We conclude with three responses to our exploration of the drug concept: maintain a monistic concept, (...) or choose one of two pluralistic outcomes. Notably, the distinction between drugs and other substances is placed under pressure by the most plausible of the options available. (shrink)

Abstract: Northern state, Sudan is extremely affected by desertification and Salinization processes, there for this study aimed to investigate an effective method to improve the salt affected soil. Two field experiments were carried out in two successive seasons ( July 2005 – June 2006 ) at Dongola University farm, in the North State to investigate the effect of irrigation frequency ( 7 and 14 days ) and farm yard manure (M0 , M1 , M2 , andM3 ) on salt leaching (...) undersaline – sodic soil . The experiment was designed in spilt – plot design , where irrigation frequency was assigned in the main plots ( 6x28m) and farm yard manure were the sub – plots ( 6x7m) .The total cultivated area was 1342m2 for each experiment. The quantity of water applied was estimated according to Jensen andHaise (1963 ) . The total water quantity was the same by the end of the season. In general , the result indicated that irrigation frequency of 7 days enhanced salt leaching from the root zone. Generally , the reduction in electrical conductivity ( ECe ) and sodium adsorption ratio ( SAR ) due to irrigation frequency was more effective in 7 day irrigation interval as compared with 14 – day irrigation interval . the data obtained indicated that the addition of FYM 10 ton/feddan, significantly degreased the (ECe) and the (SAR) and leached them below the root zone. So, we can conclude that the efficiency of salt leaching is markedly affected by irrigation frequency and yard manure. (shrink)

Lately there is more attention paid to technological development in intelligent tutoring systems. This field is becoming an interesting topic to many researchers. In this paper, we are presenting an intelligent tutoring system for teaching DES Information Security Algorithm called DES-Tutor. The DES-Tutor target the students enrolled in cryptography course in the department Information Technology in Al-Azhar University in Gaza. Through DES-Tutor the student will be able to study course material and try the exercises of each lesson. An evaluation of (...) the DES-Tutor was carried out and the results were promising. (shrink)

The United States Fish and Wildlife Service in Alaska, USA, conducted a species status assessment for a petition to list the Alexander Archipelago wolf (Canis lupus ligoni) under the Endangered Species Act in 2020-2022. This federal undertaking could not be adequately prepared without including the knowledge of Indigenous People who have a deep cultural connection with the subspecies. Our objective is to communicate the authoritative expertise and voice of the Indigenous People who partnered on the project by demonstrating how their (...) knowledge contributed to the species status assessment. The Indigenous knowledge applied in the assessment is the cultural and intellectual property of those who have shared it. We employed rapid appraisal research to expeditiously develop a preliminary and qualitative understanding of Indigenous People's cultural and ecological knowledge of Alexander Archipelago wolves. We used semi-directed interviewing and inductive coding from grounded theory for text analysis. Indigenous knowledge contributed to the agency's understanding of the Alexander Archipelago wolf in Southeast Alaska and helped the agency with their classification decision. Indigenous research partners explained the rich cultural significance and position of wolves in Tlingit society and described human–wolf relationships and ecological interactions. The agency used a single-species assessment approach based in species ecology and conservation biology, whereas the Indigenous wolf experts applied a multi-species, community ecology approach based in a sociocultural context of balance and respect. The Indigenous wolf experts successfully addressed knowledge gaps identified by the agency. The partners were challenged by a short regulatory timeframe that did not allow for comprehensive study of Indigenous knowledge and constrained review and feedback by Indigenous experts. The United States Fish and Wildlife Service learned that its assessment framework was not designed to account for an Indigenous worldview. To level the playing field, the agency and Indigenous experts should discuss how to co-develop an assessment framework that equitably applies both perspectives. (shrink)

Economistic Business Ethics Denial (BED) is the belief that contemporary business has features that make it systematically incompatible with ethics. Using over 1200 participants across seven separate samples we established the substantive validity of a BED Scale, confirmed its theorized structure, psychometric properties, convergent, and discriminant validity. The results suggest that the scale assesses four correlated factors of economistic BED. The scale can be used in future research on ethical decision making in business, and business ethics education.

Most of the following are peer-reviewed publications undertaken during the 2000-2020 period, except for very few reports such as the VIASM SciMath Project papers [1,5]...

Recent research on moral dynamics shows that an individual's ethical mind-set moderates the impact of an initial ethical or unethical act on the likelihood of behaving ethically on a subsequent occasion. More specifically, an outcome-based mind-set facilitates Moral Balancing, whereas a rule-based mind-set facilitates Moral Consistency. The objective was to look at the evolution of moral choice across a series of scenarios, that is, to explore if these moral patterns are maintained over time. The results of three studies showed that (...) Moral Balancing is not.. (shrink)

This study determined undergraduates’ satisfaction of online food and beverage services amidst financial distress in Nnewi urban, Anambra State, Nigeria. Descriptive survey research design was used by the study. Population consisted of 3,509 students. Sample size was 35. Questionnaire was the instrument used for data collection. Data was analyzed using mean and standard deviation. Findings revealed that different types of food and beverage products were purchased online. The problems undergraduates face in online food and beverage services included delayed delivery, use (...) of artificial food colouring and fear of food contamination. Strategies for enhancing students’ satisfaction of online purchases included timely delivery of products ordered and appropriate delivery mechanism. Findings also showed that the ways online food and beverage purchases can influence undergraduate’s finances included high cost of online food products, additional cost for delivery among others. Among recommendations made was that online food vendors should ensure that food products delivered are same with products ordered by customers in order to enhance customer satisfaction. (shrink)

This essay is about the relationship between the notions of practical reason, the will, and choice in Kant’s practical philosophy. Although Kant explicitly identifies practical reason and the will, many interpreters argue that he cannot really mean it on the grounds that unless they are distinct, irrational and, especially, immoral action is impossible. Other readers affirm his identification but distinguish the will from choice on the same basis. We argue that proper attention to Kant’s conception of practical reason as a (...) capacity reveals that these distinctions are neither textually grounded nor philosophically necessary. His moral psychology concerns a single capacity, practical reason, which is the will, and whose actualities in this or that individual fall under the title of choice. Practical reason is the will and choice because it is the rational faculty of desire: a rational being’s capacity to be, by means of her representations, the cause of the actuality of their objects. This, we argue, is entailed by his conception of rational action: action not just in accordance with, but in and through the representation of, principles. The possibility of irrational action is explained not by a distinction between capacities but by the finitude, and thereby the fallibility, of human reason. (shrink)

This is a conjecture about the conditions and operating structures that are required for the phenomenality of certain mental states. Specifically, full-blown phenomenality is assumed, as contrasted with constrained examples of phenomenal experience such as sensations of color and pain. Propositional attitudes and content, while not phenomenal per se, are standardly concurrent and may condition phenomenal states (e.g., when tied to false beliefs). It is conjectured that full phenomenality natively arises in coherent processes of situated sensory synthesis and representation (with (...) conceptual content) that are looped, mereologically whole and multi-dimensional. And that phenomenal states are typically phase-states within a parameterized conjoint structure of world and experiencer processes that are causally modulated across Markov blankets (which are conditionally independent and may be nested: cf. M. Kirchoff, et. al., 2017, 2018; and T. Burge, 2010, re: anti-individualism). Though they may, it is not accepted that phenomenally conscious states must be targets of higher-order representations (cf. A. Byrne, 2004). (shrink)

This page provides a quick glance at official publications that use either the bayesvl package in R or the BMF analytics (or both). The data will tell a bit about the research community’s efforts made over time and the growth of the bayesvl/BMF analytics community.

The global water crisis is being exacerbated by climate change, even in the United States. Recycled water is a feasible alternative to alleviate the water shortage, but it is constrained by humans’ perceptions. The current study examines how residents’ water scarcity awareness and climate change belief influence their willingness to use recycled water directly and indirectly. Bayesian Mindsponge Framework (BMF) analytics was employed on a dataset of 1831 residents in Albuquerque, New Mexico, an arid inland region in the US. We (...) discovered that residents’ willingness to use direct recycled potable water is positively affected by their awareness of water scarcity, but only if they believe in the impacts of climate change on the water cycle. Meanwhile, the willingness to use indirect recycled potable water is influenced by water scarcity awareness, and the belief in climate change further enhances this effect. These findings implicate that fighting climate change denialism and informing the public of the water scarcity situation in the region can contribute to the effectiveness and sustainability of long-term water conservation and climate change alleviation efforts. (shrink)

About six weeks ago, our post referred to the long-winding path to a new theoretical innovation as the pursuit of “useless knowledge” in Flexner’s terms. That little creation is the freshly minted informational entropy-based definition of value, presented in a very short paper, initially regarded by its authors as a research note. (And it still is.) Well, only two and a half months since its birth, this new concept of value has had enough time to power up several of our (...) publications in different disciplinary fields. The first published paper using the new definition deals with climate change denialism. The second paper (forthcoming) discusses the problem of academic retractions amidst the growing influence of generative AI. And the third, just accepted, explains the underlying mechanism of submission mechanism employed by journal editors and peer-reviewers, and the information-value nexus associated with it. (shrink)

This study delved into the perceptions of Mathematics’ student teachers regarding the implementation of gamification in secondary schools at Nasugbu, Batangas. This research investigates the rising global trend of implementing gamification in education, particularly in Mathematics teaching, to address contemporary learner needs by examining student teachers' use of gamified activities, their design factors, encountered challenges, and perceived benefits. Purposive sampling was utilized in a multiple-case study approach to select ten (10) secondary school Mathematics’ student teachers engaged in practice teaching in (...) Nasugbu, Batangas. Qualitative findings revealed common gamified activities employed by student teachers, emphasizing the importance of student-centered design, alignment with learning objectives, student engagement, assessment, and adaptation to the classroom context. Challenges faced by student teachers in integrating gamification included technical limitations, sustaining engagement, time management, and addressing diverse learning styles. Despite these challenges, integrating gamification showed benefits such as increased engagement, improved learning outcomes, reduced math anxiety, and enhanced attitudes towards Mathematics. In conclusion, gamified activities play a significant role in enhancing student engagement and learning outcomes in Mathematics classrooms. The findings suggest student teachers to explore and integrate gamified activities into Mathematics lessons to create engaging environments supporting student success. (shrink)

In metaphor research there is usually some notion of transfer of aspects of the source domain to the target domain. More rarely, transfers in the opposite direction are countenanced, affecting one’s perception of source as well as target. This paper argues that, even without this aim, transfers from target to source should happen. One radical claim here is that it is often better to translate information from literal sentences into prevailing metaphorical terms than to translate the information from metaphorical sentences (...) into literal terms. The issues have been obscured by confusion between intuitive directions of static source/target mappings, directions of individual transfer actions, and direction of main intended information flow. Relevance to an implemented AI system for metaphorical reasoning, ATT-Meta, and to Blending Theory are briefly mentioned. Asymmetry of metaphor is also addressed. (shrink)

The monograph is devoted to the scientific substantiation of theoretical and methodological postulates of the integrated reporting formation and development of practical recommendations for definition and disclosure of the integrated reporting items. Preconditions of the integrated reporting genesis are defined, which include institutional theory development and institutional investors emergence, whose activities are based on the following principles: socially responsible investment; movement of Ukraine to the European Union; increasing the requirements for the disclosure of accounts by stock exchanges; international cooperation in (...) ecological safety issues; modern information and communication technologies development. An overview of the basic foundations of the integrated reporting compilation is presented, difficulties of its formation and popularization among Ukrainian companies are revealed. Perspective directions of activity on the integrated reporting implementation in Ukraine are determined. (shrink)

There is a type of metaphysical picture that surfaces in a range of philosophical discussions, is of intrinsic interest, and yet remains ill-understood. According to this picture, the world contains a range of standpoints relative to which different facts obtain. Any true representation of the world cannot but adopt a particular standpoint. The aim of this paper is to propose a regimentation of a metaphysics that underwrites this picture. Key components are a factive notion of metaphysical relativity, a deflationary notion (...) of adopting standpoints, and two kinds of valid inference, one that allows one to abandon standpoints and one that does not. To better understand how theories formulated in terms of this framework are situated in dialectical space, I sketch a theory in the philosophy of time that admits both temporal and atemporal standpoints. (shrink)

This paper underscores the significance of home management in suicidal mediation especially among undergraduates in the three universities that offer Home Management in the Southeastern geopolitical zone in Nigeria. The Universities include, University of Nigeria, Nsukka, Michael Okpara University of Agriculture, Umudike, and Ebonyi State University, Abakaliki. The study adopts a descriptive survey design. The population comprises 173 respondents. This is made up of 126 students and 47 lecturers chosen from the universities. The entire populations were used as the sample (...) of the study because of the manageable size. A 27-item questionnaire entitled, Questionnaire on Home Management Suicidal Mediation (QHMSM) was deployed to elicit data from the respondents. The instrument was validated by three experts. The instrument was subjected to Cronbach’s Alpha reliability method to determine the internal consistency which yielded a coefficient of 0.91. Data collected were analyzed using mean and standard deviation to answer research questions. The study revealed that provision of a stable environment through active Home Management for a child enables him experience a childhood filled with both love and bond which help to reduce suicidal mediation amongst undergraduates. The study recommends that parents should provide the basic needs of children, as these will boost their morale and prevent instability. Children should be engaged in positive habits and activities so as to reduce incidence of drug abuse and other social vices. (shrink)

a translation of A. Schoot "Kivy and Langer on Expressivity in Music".

Thanks to the Internet, Information Communication Technology (ICT), and international transportation, the world has become more globalized than ever. In such an era, people are required to obtain high tolerance and inclusiveness levels. For the young generation to survive and thrive, equipping them with a mindset with high tolerance and inclusiveness is essential while they are schooling. The current study has two objectives: Examine whether discussions with parents about cultural-historical knowledge and social skills and participation in multicultural school events improve (...) children’s and youth’s tolerance toward different viewpoints; Examine whether discussions with parents about cultural-historical knowledge and social skills and participation in multicultural school events improve children’s and youth’s general inclusiveness. (shrink)

As large language models (LLMs) continue to demonstrate remarkable abilities across various domains, computer scientists are developing methods to understand their cognitive processes, particularly concerning how (and if) LLMs internally represent their beliefs about the world. However, this field currently lacks a unified theoretical foundation to underpin the study of belief in LLMs. This article begins filling this gap by proposing adequacy conditions for a representation in an LLM to count as belief-like. We argue that, while the project of belief (...) measurement in LLMs shares striking features with belief measurement as carried out in decision theory and formal epistemology, it also differs in ways that should change how we measure belief. Thus, drawing from insights in philosophy and contemporary practices of machine learning, we establish four criteria that balance theoretical considerations with practical constraints. Our proposed criteria include accuracy, coherence, uniformity, and use, which together help lay the groundwork for a comprehensive understanding of belief representation in LLMs. We draw on empirical work showing the limitations of using various criteria in isolation to identify belief representations. (shrink)

Text John Toland a jeho Křesťanství bez mystérií sestává ze dvou provázaných částí. První část představuje stručné biografické pojednání o Johnu Tolandovi (1670–1722), v němž se mimo jiné snažíme předložit obecný úvod do jeho myšlení. Druhá část pak nabízí první český překlad předmluvy k Tolandovu nejznámějšímu spisu Christianity not Mysterious (1696), který je považován za základní impulz deistické diskuze na Britských ostrovech.

This paper is forthcoming in The Moral Psychology of Resentment (Rowman & Littlefield).

This Research Topic explores Sustainable Development Goal (SDG) eight, which is to “promote sustained, inclusive, and sustainable economic growth, full and productive employment, and decent work for all.” It highlights the COVID-19 pandemic’s severe impact and triggered global economic recession, worsened gender pay gaps, increased undeclared employment, and significantly raised unemployment (United Nations, 2024). From a sociology-specific perspective, this Research Topic examines the global and local implementation of SDG8, its adaptation to different geographical contexts, stakeholder involvement, and issues related to (...) decent work conditions worldwide. (shrink)

The study aimed to identify the delegation of authority for the performance of the medical staff and its relationship to improving the quality of health care in Al-Shifa Medical Complex in the southern Palestinian governorates. Administrators, and technicians) with a total of 2150 employees, and the questionnaire was distributed to a stratified random sample of 330 employees, and 302 questionnaires were retrieved, with a rate of 91.5%. One of the most important results of the study was the existence of a (...) statistically significant relationship between delegation of authority and the quality of health care. One of the most important recommendations of the study was to strengthen the direction of senior management towards excellence in patient service, because the patient represents a fundamental focus in health services. (shrink)

The study aimed to identify the reality of intellectual capital among NGOs Organizations in Palestine. The study used the descriptive analytical approach. A structured questionnaire was used to collect data that contribute to achieving the objectives of the study. The study population consists of workers in NGOs Organizations. A random sample was used to collect data. 222 applicable questionnaires were retrieved. The results of the study showed that the general estimate for intellectual capital amounted to 79.84%, and the results showed (...) similar ratios and values for the various axes of the study. Relational capital has a relative weight (81.05%), Structural capital has a relative weight (79.24%) and Human capital has a relative weight (79.22%). The study presented a set of recommendations, the most important of which are: the need to provide a budget for training and development, with the need to build clear foundations to motivate and encourage employees in organizations, and to give the management of institutions full freedom for employees to make decisions. (shrink)

In this paper I examine Grace A. de Laguna’s theory of universals in its historical context and in relation to contemporary debates in analytic metaphysics. I explain the central features of her theory, arguing that her theory should be classified as a form of immanent realism and as a powers ontology. I then show in what ways her theory affords a theory of modality in terms of potentialities and discuss some of its consequences along the way.

The study aimed to study the reality of the application of human resource information systems in the major hospitals in the southern Palestinian governorates. Department directors, department heads, and computer engineers), totaling (320) male and female employees during the year (2022), where the researchers prepared a questionnaire to achieve the purpose of the study on human resource information systems (Individual Performance Assessment, Organizational Performance Assessment, Performance Management, Training Development, And Knowledge Management). The most important findings of the two researchers were (...) that human resources management is more effective in the event of application of human resources information systems, and that applications of human resources information systems include individual performance evaluation, institutional performance evaluation, performance management, knowledge dissemination, training and development, decision-making, and appointment. Attraction, problem solving, team building, and quality team building. The study recommended making use of human resources information systems in providing periodic reports that include all activities in the hospital, and enhancing reliance on human resources information systems in building work teams and involving employees in setting the hospital's vision for change management and benefiting from various experiences in leading change. (shrink)

The objective of this paper is to study algebraic properties of neutrosophic matrices, where a necessary and sufficient condition for the invertibility of a square neutrosophic matrix is presented by defining the neutrosophic determinant. On the other hand, this work introduces the concept of neutrosophic Eigen values and vectors with an easy algorithm to compute them. Also, this article finds a necessary and sufficient condition for the diagonalization of a neutrosophic matrix.