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The purpose of this study was to analyze importance of artificial intelligence (AI) in education and its emphasis on assessment and adversity quotient (AQ).

The study utilizes a systematic literature review of over 141 journal papers and psychometric tests to evaluate AQ. Thematic analysis of quantitative and qualitative studies explores domains of AI in education.

Results suggest that assessing the AQ of students with the help of AI techniques is necessary. Education is a vital tool to develop and improve natural intelligence, and this survey presents the discourse use of AI techniques and behavioral strategies in the education sector of the recent era. The study proposes a conceptual framework of AQ with the help of assessment style for higher education undergraduates.

Research on AQ evaluation in the Indian context is still emerging, presenting a potential avenue for future research. Investigating the relationship between AQ and academic performance among Indian students is a crucial area of research. This can provide insights into the role of AQ in academic motivation, persistence and success in different academic disciplines and levels of education. AQ evaluation offers valuable insights into how individuals deal with and overcome challenges. The findings of this study have implications for higher education institutions to prepare for future challenges and better equip students with necessary skills for success. The papers reviewed related to AI for education opens research opportunities in the field of psychometrics, educational assessment and the evaluation of AQ.

Legal systems govern social behaviour. They attempt to regulate order, collective peace and harmonious developments in society. The external social behaviour that law deals with is also a part of internal human behaviour. This external and internal nature of human behaviour, needs to be consciously studied and interlinked when legal systems desire elements of justice, equality, liberty, fraternity, dignity, integrity and unity for social collectivity. These elements, that legal systems guarantee come from an integration of individual and collective life on matters of social, political, economic etc., of various levels. The individuality and collectivity on these matters and levels are deeply psychological and spirited in sense as human behaviour operates through stimulus from inside to leave external effects outside or vice-versa through a function of thought-emotion-sensation-body complex. Thus, we see, our behaviour gets shaped by a two-way process of inner motivation and outer circumstance, individual and collective dimensions on a given matter and level. At this juncture, a critical study on this two-way relation in human behaviour and a set of unifying values to be identified for progressive intersections seem to be the future of legal systems for achieving greater goals of humanity. Additionally, legal systems that deal with justice are now becoming more than social, economic and political justice as new knowledge is revealing interrelations of spirit-mind-body or thought-emotion-sensation-body complex leaving us to think of new dimensions in justice. Thus, spirituality, as an exercise of human experiment and experience, provides a new scope for legal systems to deal with human and social behaviour to achieve order, peace and development. At this juncture, one even finds another unknown dimension gaining grounds and sinking to integrate or bring holistic responses to human problems and social challenges of the collective is the actual linking of spirituality through or with psychology or vice versa. Law and legalities of the thoughts and norms are interspersed in between these two disciplines. This is indeed a welcome trend as the psychological human and the social collective have become the axis on which every wheel of knowledge is tested and allowed to represent as spokes for inclusive, sustainable and harmonious inter-relational movement of things. One might see, know, feel or even ought to bear this interconnection that very often come in the actual spiritual practices where psychological dimensions emerge leading to wholesome experience of the state of our own individual and socio-collective nature. Among many kinds of spiritual experiences and experiments, two of them stand out for our legal consideration. One, an experience of timeless, space-less and boundless consciousness-awareness beyond life and world with which we witness, observe and understand the movement of things inside life and world, without our participation into them. Two, an experience of consciousness-awareness as power and force operating and animating through thought-emotion-sensation-body complex with our active participation in the movement of life and world. The former experience prepares the ground to remain free from all fetters of self-aggrandizing individualization before wider collectivity and, the latter experience prepares us to re-enter into wider collectivity to contribute with a freed sense of individualization, not imprisoned by its ego-aggrandizement that cuts the individual from the collective. These two spiritual experiences, one of the consciousness-awareness of freedom and, another of the consciousness-awareness with all potentials, when allowed to animate inside the human, it gives crucial understanding of the challenges of life and, pro-activation of solutions for those challenges that are extremely crucial for law and legal systems. A power of understanding the knowledge using spiritual experience of these two states of consciousness-awareness along with rationality, reason and logic, a strength operating through concentration of the energies in body aiding movement of knowledge, a harmony releasing itself through motivating-empathy and mutual-collaboration using knowledge and strength and, finally a near-perfect action operating through strategies, stages and steps in organizing daily life, human capital and all kinds of the systems of the world using knowledge, strength and harmony become our positive tools of empowerment. The combination of these two spiritual experiences of consciousness-awareness is useful to legal systems that look for solutions to human crises using interactive nature of individuality and collectivity on all issues of life, world and society. The chapter attempts to demonstrate that this kind of spirituality and its applied processes thus provide us the clue and strategy to achieve what the human nature and social existences of all kinds all over the world seek and aspire in the form of individual as well as collective peace, joy and compassion. It is also argued that this peace, joy and compassion that is spiritual in nature are in fact the origin and source of inspiration and stimulation for social, political and economic equality, liberty and fraternity in law, and the harmony and perfection of these elements seen as the justice that balances everything. The chapter demonstrates how applied spirituality can be used in law in the sense of law-making, judicial-interpretation, executive-governance, legal profession and finally a grand introduction of spirituality and its values into legal academics and research that are waiting to be liberated from the clutches of mere analytical knowledge of life and world moving towards new enriching powers of radiant collective life and wonderful harmonious world.

Mediation is defined as a process, whether referred and agreed to by the expression mediation, pre-litigation mediation, online mediation, community mediation, conciliation or any other expression of such similar import, whereby party or parties, request an independent third person referred to as mediator or mediation service provider to assist them in their attempt to reach a peaceful settlement of a dispute. The peaceful settlement of any dispute to be initiated, processed, guided and moderated in the process of successful mediation before parties, needs mediator to have four major new skills such as witness-awareness, stillness-concentration, empathy-motivation and a pragmatic-sensibility for fulfilling the aims and outcomes of mediation. These four skills are deeply inward and psychological, which can be accessed and empowered by an exercise of deepening experience called spiritual in content and application. However, a crucial interchange of meaning and value that very often come into this situation between spirituality and psychology is an important one to be mentioned here. The two seemingly distant disciplines of experience, one of psychology and another of spirituality lies in the orientation that an individual and a collective give to life and world as a whole. When life and world are accepted in totality, spirituality can be life-affirmative and world-embracing giving us a direction to the individual psychological states of though-emotion-sensation-behaviour complex to embrace and enhance values of inclusion, harmony and development at the collective and universal level. These psychological states, both individual and collective, gradually open the vision and mission of values to live within and outside, to be and to become, and finally manifest a future world of stability, order, richness and growing perfection by solving challenges that come to our existence. It makes life both spiritual and earthly. This chapter demonstrates that this kind of spiritual meaning, value and experience entering into and operating through psychological capacities give mediator four major new skills for easing the process and purpose of mediation exercise. One, an objective awareness to witness the proceedings of the mediation calmly within the conscious cognition and without having any bias and fixed beliefs towards any issues of the parties. Two, a stillness with sensory concentration to avoid unnecessary reactions or agitations that human nature is prone to in taking sides on issues or become lop-sided in approach and consequently affecting mediation's outcome of peaceful settlement. Three, an empathy that animates and motivates parties to look for win-win situation for both as against the adversarial method currently present in the legal system where one party loses and another party gains grounds, which results in bitterness in parties' relationships, rights and obligations. Four, a pragmatic sensibility or practical responsibility by which costs or damages or injuries of all kinds such as social, economic, profit-loss ratio, psychological or organizational stress etc., can be pre-calculated, meaningfully distributed and harmonized between parties by the mediator. With millions of pending legal cases in the existing system of the courts of law that are supposedly designed to provide access to justice and, unfortunately have become fragile as a result of severe shortage of resources of all kinds to deal with sheer quantity and intricate complexity of issues in the disputes, applied spirituality in mediation can pave way for easy, flexible, quick, cost-effective and satisfactory justice to both sides of the parties when these four major new skills are developed through application of spiritual experience and experiments in the whole process of mediation. The author explains in this article the method of acquiring these four major new skills in experiential form in any mediation scenario and the rationale for infusing applied spirituality in mediation. Author also discusses the Indian situation of mediation in the light of new developments sought for enhancing the alternative dispute resolution. At the end, this chapter demonstrates the bigger picture that represent the need of spirituality using these four major new skills while mediating challenges of sustainable development. It will be shown in the end how spirituality, sustainability and mediation for settlements of disputes of sustainable development have something common, core and collective. This is the premise based on which the relationship between applied spirituality and mediation in overcoming the challenges of sustainability are expressed with the help of intuitive, inspirational, integrative and intelligent actions for a sustaining our future age, new humanity and harmonious space.

Data-driven marketing is replacing conventional marketing strategies. The modern marketing strategy is based on insights derived from customer behavior information gathered from their facial expressions and neuro-signals. This study explores the potential for face recognition and neuro-marketing in modern-day marketing.

The study conducts an in-depth examination of the extant literature on neuro-marketing and facial recognition marketing. The articles for review are downloaded from the Scopus database, and PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) is then used to screen and choose the relevant papers. The systematic literature review method is applied to conduct the study.

An extensive review of the literature reveals that the domains of neuro-marketing and face recognition marketing remain understudied. The authors’ review of selected papers delivers five neuro-marketing and facial recognition marketing themes that are essential to modern marketing concepts.

Neuro-marketing and facial recognition marketing are artificial intelligence (AI)-enabled marketing techniques that assist in gaining cognitive insights into human behavior. The findings would be of use to managers in designing marketing strategies to enhance their marketing approach and boost conversion rates.

The uniqueness of this study lies in that it provides an updated review on neuro-marketing and face recognition marketing.