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School Counseling in India : School Counselor Roles, Policy and Implementation
With a lack of comprehensive policy and literature on stakeholders perspectives and the counseling program s implementation, there is much to be known about the present status of school counseling in India. Three research questions examined in two phases were the perception of actual and preferred roles of the school counselors from the perspective of school administrators, school counselors, teachers, students, and parents; awareness and implementation of school counseling policy from the perspective of administrator and counselors; and implementation of the school counseling program. Quantitative phase I met newlineobjectives one and two using cluster sampling to select 1029 participants. School newlineadministrators and counselors completed the Survey on Knowledge and Implementation of newlinePolicies Regarding School Counseling which was developed and validated by two experts in newlinethe study. All participants completed the International Survey of School Counselor Activities (ISSCA) (Fan et al., 2018). Statistical analysis included descriptive statistics, the KruskalWallis H test, and post-hoc Bonferroni-Dunn. Qualitative phase II met objective three using purposive sampling to recruit 14 participants for a semi-structured interview. Qualitative newlinecontent analysis indicated that school counseling in India is still developing, with newlineinconsistencies in understanding the counselor s role among stakeholders. There were differences in awareness and knowledge about the responsibility of implementing school counseling policies. School counseling programs were affected by role ambiguity, stigma about mental health issues, lack of comprehensive structure to the counseling program, and lack of research and evaluation. Implications of the study are discussed. -
Corporate Insolvency Resolution Process Under Insolvency and Bankruptcy : A Critical Study
A robust legal system is essential for corporations to carry on business smoothly. Previously in India, winding up and corporate rescue were dealt in multiple legislations for different entities. Provisions relating to winding up of companies were found in The Indian Companies Act 1913, Indian Companies Act, 1956 and further in the Companies Act, 2013. These provisions did not ensure expeditious winding up procedures and the same affected the interest of stakeholders. newlineThe increase in NPA compelled the need to bring an efficient framework to protect the rights of creditors and debtors. As a solution to this IBC was enacted in 2016, to facilitate timely resolution of insolvency and bankruptcy. This research aims to critically analyze the provisions of corporate insolvency resolution process, to examine whether IBC is facilitating newlinerehabilitation of insolvent corporations and protecting the interest of creditors, so as to balance their interests. It further aims to outline a draft policy for a better insolvency resolution process in India. Primary data for the study was collected through a structured interview of stakeholders and conclusion was drawn through a qualitative thematic analysis using NVivo software. The findings showed that, through CIRP there is debt recovery for financial creditors, but it is not expeditious. There are multiple reasons for the delay. The operational creditors are not able to newlinerecover from the process and as a result, many of them are turning insolvent. The rights of the corporate debtor are protected under the Code but they are not adequately protected under the Code as there is no value maximization under the Code. There are many delays in the process, resulting in more companies going into liquidation. IBC is a debtor friendly legislation. Both resolution and liquidation benefit the corporate debtor as it helps the company to resolve its newlineinsolvency. -
A Critical Study in ADR Mechanism in India with Reference to Court Annexed Mediation in Family Disputes
Mediation has been in vogue in India since time immemorial. Sadly, it is yet to evolve into a major dispute resolution mechanism. Alternative dispute resolution (ADR) mechanisms like arbitration, mediation, conciliation, courtannexed ADR, and summary jury trial would help in resolving all types of disputes, including those of a civil, commercial, industrial and family nature. newlineGenerally, ADR mechanisms would use a neutral third party that help the parties to communicate, discuss their differences and resolve the dispute. With matrimonial dispute numbers rising and the significance attaching to matrimonial bond in our country, the researcher set out to examine the country s court-annexed mediation mechanism to ascertain how the flaws, if any, that obtain in the mechanism can be addressed. It should lead the researcher to recommend a strategy for a seamless and hassle-free implementation of the relevant regulatory provisions. The researcher embarked on descriptive research, employing the survey method, in the newlinecircumstances. She collected data from primary and secondary sources for the newlinepurpose. The ensure bias minimisation and accuracy of findings, she interviewed two categories of respondents, namely, litigants numbering 100 and mediators numbering 100. She used a 4-point Likert scale to elicit the newlinerespondents replies to the queries raised in the Interview Schedule. Since the two variables used in the study were categorical and nonordinal, she used the Chi-square test to examine the relationship. The researcher s analysis of the data led her to conclude that there obtains a certain degree of lack of clarity in terms of the enforceability of the outcomes of mediation. For example, in court-annexed mediation, a settlement reached newlineby the parties is not enforceable automatically. It is unfortunately assumed in newlineour country that mediation is resorted to by litigants who do not have a strong newlinecase. It is also assumed that the litigant that chooses mediation is the one that newlineblinks first. -
Thinking Beyond Empowerment : Understanding Autonomy in the Context of Kudumbashree
The concepts empowerment, agency and autonomy have gained a wider range of attention in newlinethe developmental research regimes. Amidst the conceptual drift these concepts are used newlineinterchangeably leading to uncertainty and proliferated meanings. The process of newlineempowerment may not always lead to autonomy. Through an ethnography of Kudumbashree, newlinean SHG in the South Indian state of Kerala, the current research focuses on how these women exercise agency to trouble the conventional boundaries between empowerment and autonomy. The transition of agency from the economic to the political domain is a subtle enterprise and is mediated by a number of factors including economic independence, decision making capability, mobility and political participation. Social - economic - political and cultural implications of women empowerment could be the first step in challenging and overcoming the relations of oppression in any society. The stereotypical assumptions can be negotiated by solely apportioning responsibilities and re-engaging with the system through everyday practices. The nuances of empowered women s re-engagement with local power regimes lead newlineto changes at the conceptual level that cuts beyond the individual and group level material transformations. The study figures how autonomy is a mediated process that is both agentic and subversive to the local patriarchal structures. -
Modified Metal Organic Frameworks for Electrocatalytic Water Splitting and Energy Storage Applications
Metal-organic frameworks (MOFs) are a class of crystalline material formed by the newlinecombination of metal ions/clusters along with organic linkers. This work is mainly based on newlinesynthesizing MOFs and their application in electrocatalytic water splitting and newlinesupercapacitors. The MOFs synthesized in the present work are Ni-Cu, {Mn-NiNH2(h2fipbb)}, Mn-MOF/rGO, and Sm-MOF/rGO/PANI using different ditopic and tritopic linkers. Using various characterization techniques, the formation of the synthesized MOFs is confirmed. The increasing use of fossil fuels now contributes to a number of environmental problems, including climate change and global warming. High-performance electrochemical energy storage devices are essential for portable electronics, electric cars, newlineand renewable energy storage medium, driving demand. MOFs are emerged as a promising newlinecontender for energy storage applications owing to their novel microstructures, atomically dispersed metal centers, and earth-abundant metal components. Electrochemical water splitting is a crucial approach in the pursuit of producing environmentally friendly fuels such newlineas H2 and O2, reducing our dependence on traditional fossil fuels while promoting newlinesustainable and clean energy sources. In order to produce hydrogen with the best efficiency and lowest cost, these MOFs are used. Electrochemical studies like cyclic voltammetry, galvanostatic charge discharge, and electrochemical impedance spectroscopy reveal that the prepared MOFs can be used as supercapacitors. Linear sweep voltammetry and Tafel plot determine the performance of these MOFs towards water splitting studies. Supercapacitors, which are electrochemical capacitors, are popular energy storage devices with quick charge rate, high power density, excellent rate capability, and outstanding life expectancy. -
Antecedents and Consequences of Green Marketing Orientation in Automobile Industry : A Customer-Based Corporate Reputation Mediation Model
This dissertation presents a study that explores the influence of social cost and green innovation on environmental justice and their impact on green marketing. It also examines the role of customer-based corporate reputation as a mediator between customer cost-benefit (CCB) and customer loyalty. The research was conducted using a sample of 382 hybrid and electric vehicle owners in three major cities in India. The findings indicate that green innovation, social cost, and environmental justice significantly contribute to green marketing orientation. Moreover, green marketing orientation positively affects corporate reputation, which subsequently enhances customer loyalty and purchase intention. The study underscores the significance of implementing newlinesustainable and responsible business practices and developing effective green marketing strategies to gain a competitive edge in environmentally conscious markets. newlineThe outcomes of this study have practical implications for automobile companies, newlineoffering insights on how to enhance corporate reputation and customer loyalty through green newlinemarketing strategies. Additionally, future research may explore the moderating effects of cultural and contextual factors on the relationship between antecedents, green marketing orientation, and desired outcomes. newlineOverall, this research contributes to the existing body of knowledge on green newlinemarketing and corporate reputation. It emphasizes the need for automobile companies to adopt a more sustainable and responsible approach in their business practices, aligning with the growing environmental concerns and expectations of consumers. -
Equality Versus Discretion in Imposing Death Penalty in The Criminal Justice System : A Comparative Analysis Between India, UK and USA
The criminal justice system has two phases, namely, pre-conviction and postconviction, which are based on some theories which have to be exercised by the four major organs of administration of the criminal justice system, namely police (investigation), prosecution, defence and judiciary as well as correctional institutions. For this purpose, every legal system permits this mechanism to exercise equality and discretion at various phases such that justice is served according to the procedure established by law as it is required. The attempts to maintain a balance between the two in the sphere of criminal justice had begun long ago, although not succeeded yet by various countries. In the United States, more equality is emphasised in the postconviction stage. It focuses on offence egalitarianism quotrather than quotoffender egalitarianismquot. In Europe, the position is almost contrary. In India, strict adherence specifically to neither equality nor discretion at any step cannot be traced out. However, when it comes to sentencing cruel and heinous crimes, almost all countries fix a definite punishment where there is a broad scope for judicial discretion, often ending up squeezing the discretion to attain the idealistic concept of equality. This Study aims to discuss and point out the merits and demerits of the said system with suggestions. -
Access to Justice Through Law Schools Legal AID Activities in India : An Empirical Study with Special Reference to Kerala
The provision of legal services is a fundamental human right and is integral to the maintenance of the rule of law. Ensuring Justice and the rule of law are unique sustainable development goals in the 2030 Agenda. Law school clinics provide a novel way to reach SDG-16. The legal aid system has been influenced by both international and national legislation, which has contributed to the establishment of its framework. The judiciary plays a pivotal role in ensuring the provision of free legal assistance to indigent people. Access to formal and informal justice institutions must be improved so that people can seek and get justice. Law school clinics provide potential and challenges as informal justice nstitutions, yet they are mostly ignored. Under CLE, law schools LACs engage in a variety of legal aid initiatives. Through this, students acquire professional skills while clients get legal services. That is the beauty of law school LACs. In the end, this "laboratory of lawyering" helps individuals find justice. In the Indian context, this thesis answered three research questions. 1) How do the legal aid programmes undertaken by law schools clinics promote SDG-16 and improve access to justice? 2) What are the current practices being undertaken by law schools LACs to guarantee access to justice? 3) What are the shortcomings that law schools LACs face in delivering appropriate legal services in Kerala? Two methodologies were used in answering these three questions: the doctrinal method for the first two research questions and the empirical method for the third. The doctrinal study examines the operation of LACs in general. The purpose of this empirical research on law school clinics in Kerala is to investigate the numerous legal aid activities and barriers to law school clinic operations in Kerala. No meticulous study was conducted in Kerala to evaluate how law schools LACs worked. National and international law school clinics' best practises and case studies were incorporated. The study examined the relationship between BCI, NALSA, SLSAs as well as CLE requirements along with law school performance. The LACs' commitment will be assessed based on their legal aid operations pre- and post-Covid-19, including legal representation, legal awareness, legal advice, paralegal services, PIL and ADR services to beneficiaries, and the effective implementation of BCI and NALSA's CLE requirements. This study explores the relationship between dependent and independent variables, such as how the improper implementation of BCI and NALSA regulations on CLE hindered law school LACs' commitments. The prevailing policy has restricted law school LACs' activity and is not enough to achieve access to justice (ATJ). Due to multiple factors, law school LACs failed to ensure effective service learning and did not reach the needy. This gap in the current CLE and its insufficient attention to promoting access to justice have been addressed. The empirical investigation demonstrates that while the number of law schools increased, legal aid activities decreased during the past decade. Current legal aid practices of law school LACs in Kerala are unsatisfactory and inconsistent in providing access to justice. BCI and LSAs ineffective control over LACs in law schools has contributed to a decline in legal aid activities and services. BCI and NALSA must reform their CLE rules and establish mandatory legal services to foster inclusive and effective LACs that give meaningful justice to the disadvantaged. -
Outcome Evaluation of Child Sponsorship Programme of A Non-Governmental Organization
Child sponsorship programme is a vital tool for the integral development of the children at risk. Family based child sponsorship programme is one of the best services for the marginalized children which ensure their education while also respecting the rights of the children. The current study attempts to evaluate the outcome of child sponsorship programme of a non-Governmental organization newlinethrough a mixed method. Quasi-experimental post-test only design is the methodology used to conduct the study. The study evaluated the programme with regard to Self-esteem, Achievement motivation and family functioning of the sponsored children. The data was collected from 80 individuals for the quantitative study; using 3 standardized scales. Thematic analysis of qualitative data collected by interviewing 5 pairs of beneficiaries of the child sponsorship programme. The data was analysed using SPSS and R. The findings that there is a significant difference in terms of self-esteem and achievement motivation between the two groups of children. With regard to family newlinefunctioning conflict is much lesser among sponsored children (M=20.75) while compared to non-sponsored children (M=43.80). In terms of parenting and intimacy, the sponsored children are having higher score. Also, it was found out that self-esteem significantly mediated the impact of family functioning on achievement motivation of the individual(plt0.05). It is noticed that the effect of family functioning on achievement motivation was 0.504 and the direct effect was found to be 0.333. Selfesteem was found to strengthen the impact of family functioning on achievement motivation.Academic excellence improves the employability of respondents. Employment of newlinethose who received sponsorship can provide financial stability to the family. Therefore, this evaluation study confirmed the phenomenal effect of child sponsorship newlinein realizing inclusivity goals, as well as facilitate the personal, familial, economic, and social growth of sponsored children. -
Fabrication of Robust Wettability Gradients on Soft Surfaces Through Physicochemical Modulations
The creation of robust surface gradients on soft materials is an emerging area of research in materials chemistry. Polydimethylsiloxane (PDMS), an elastomeric soft material, is widely employed in diverse research fields due to its exceptional properties including ease of processability, newlinebiocompatibility, and transparency. These properties make it an ideal choice for applications in microfluidics, soft robotics, and biomedical devices. Creating surface gradients on soft surfaces can be challenging, requiring expensive chemicals, sophisticated instrumentation, time, and complex experimental setups. This study presents simple and cost-effective methods newlinefor creating chemical (wettability) and physical (morphological) gradients on newlinePDMS surfaces. The methods we developed to create wettability gradients involves (i) newlinecreation of a gradient of crosslinking density on the PDMS surface by using newlinea differential curing method and (ii) selective inhibition of normal curing newlineusing an inhibitor. Contact angle measurements confirm the successful newlinecreation of both radial and linear gradient of surface wettability using both these methods with regions of higher crosslinking density exhibiting higher hydrophobicity. We have also devised an innovative technique for fabricating morphological gradients on soft surfaces. The method makes use of newlinedifferential curing and buckling instability to create hierarchical wrinkled patterns on the PDMS surface. Optical microscopy and profilometry confirm the uniformity, reproducibility, and controlled optical properties of the wrinkled surface patterns. newlineGradients we prepared demonstrated excellent performance in various applications, including water collection, cell adhesion, and triboelectric charge generation. They can be utilized in microfluidics, sensors, and newlinebiomedical devices due to their structural consistency, controllable physical newlineresponses, and reproducibility of the performances. -
Development of Optical and Electrochemical Sensor for Environmental Pollutants
Carbon nanocomposites have garnered much attention among various nanomaterials newlineowing to their well-defined characteristics, such as large surface area, biocompatibility, newlineand concise synthetic routes. They are also a viable contender for fluorescence and newlineelectrochemical applications, notably sensing, due to their intriguing photoluminescence and electrochemical features. Fluorescence and Electrochemical sensors for environmental pollutants are constructed using carbon quantum dots with different surface functionalization (functionalized with boric acid, organic dyes, polymer composite, and 2-aminothiazole). The developed sensor was considered as potential material for detecting heavy metal ions and organic pollutants. Surface morphology was analyzed using Transmission electron microscopy (TEM), an X-ray diffraction pattern (XRD), Raman spectra, X-Ray Photoelectron spectroscopy newline(XPS), Optical Profilometry, and Fourier Transform Infrared Spectroscopy (FTIR) newlinestudies. UV-Visible and photoluminescence spectroscopy reveals the absorption, newlineemission, and excitation spectra for the synthesized sensor with and without the addition of analytes. In electrochemical investigations, Nyquist plots showed that the modified working electrodes had the lowest charge transfer resistance when compared to other working electrodes. The effect of pH, ionic strength, long-term storage ability, and quantum yield were optimized for the fabricated fluorescence sensor. For the newlineelectrochemical sensor, the influence of the scan rate and the appropriate thickness of newlinethe electrodeposited film was carefully examined in order to achieve the highest current responsiveness and potential window. Quantification of the analytes was performed newlineusing Forster resonance energy transfer (FRET), Differential Pulse Voltammetry (DPV), newlineand the square wave voltammetry technique (SWV). The designed sensor was used to newlinecarry out analytical corroboration for the real samples. -
Role of Financial Literacy and Digital Financial Inclusion on Sustainable Development Among The Mao-Naga Tribe of Northeast India
This research empirically analyses the influence of financial literacy and digital financial inclusion on sustainable development. The notion of financial newlineliteracy, adopted from the Organisation for Economic Co-operation and Development, combines financial awareness, attitude, knowledge, and behaviour to achieve financial well-being. Digital financial inclusion is the process by which individuals or households in the underserved or unprivileged section of society have access to formal financial services through innovative digital technologies. The main features of digital financial inclusion include reduction of costs, security, ease of access, usefulness, and actual usage of digital financial services. The current study collected data from the Mao-Naga tribe of Manipur and newlineNagaland, Northeast India using a convenient and purposive sampling method. The research method is quantitative in nature, and primary data were collected from adult individuals who were 18 years old or above. These respondents were eligible and able to manage their own bank accounts independently. The study has a crosssectional time horizon with a deductive approach. The data consisted of 1147 samples of Mao-Naga tribe adults using a structured questionnaire on a seven-point newlineLikert scale. The statistical technique of Statistical Packages of Social Science newline(SPSS) software was utilised to ascertain the descriptive result of the study. The newlinehypothesis testing was conducted using the Partial Least Square Structural Equation newlineModelling (PLS-SEM) statistical model. The SMART-PLS 4.0 software was employed to test the hypotheses of PLS-SEM, explanatory variance, effect size, PLS predict, and importance-performance map analysis (IPMA). Financial literacy and sustainable development were analysed from a reflective-formative approach of higher-order constructs. This research indicates that financial literacy and digital financial inclusion can positively influence sustainable development among the Mao-Naga tribe. -
A Study on Graph Colouring with Distance Constraints
In this dissertation, we have studied the variations of graph colouring based on distance constraints. For a given set T of non-negative integers including zero and a positive integer k, the L(T,1)-colouring of a graph G = (V,E) is a function c : V(G) and#8594; newline{0,1,2,...,k} such that |c(u)and#8722;c(v)| and#8712;/ T if the distance between u and v is 1 and |c(u)and#8722; newlinec(v)| and#8805; 1 whenever u and v are at distance 2. The L(T,1)-span, and#955;T,1(G) is the smallest positive integer k such that G admits an L(T,1)-Colouring. We have determined the newlineL(T,1)-span for some classes of graphs for set T whose elements are arranged in arithmetic progression. Further, for any general set T , we have found the bound for L(T,1)- span of a few classes of graphs. We use Python programming to colour certain classes of graphs concerning L(T,1)-colouring and fnd the value of L(T,1)-span. Next, we have explored equitable fractional open neighbourhood colouring, which is an extension of a specifc variation of L(h,k)-Colouring for h = 0 and k = 1. For a newlinepositive integer p, equitable fractional open neighbourhood colouring of a graph G is an newlineassignment of positive integers to the vertices of G such that for each vertex v and#8712;V(G), vertices of N(v) receives at least l1p|N(v)|m distinct colours and N(v) can be partitioned into k-classes V1,V2,...Vk such that ||Vi|and#8722; |Vj|| and#8804; 1 for every i and#824;= j and 1 and#8804; k and#8804; n. The minimum number of colours required to colour G such that it admits equitable fractional open neighbourhood colouring for a fxed p is called the equitable fractional open neighbourhood chromatic number, and#967;eq onc newlinep (G). We have studied some properties of equitable fractional open neighbourhood colouring and explored some classes of graphs which admit equitable fractional open neighbourhood colouring with land#8710;(pG)m colours. Further, we have introduced and examined a variation of perfect graphs, and#967;onc-perfect graphs, with respect to equitable fractional open neighbourhood colouring for the special case of p = 1. -
After-Sale Service Failures and Their Influence on Customer Behaviour with Reference to Home Appliances
There are continuous technological advancements, and home appliance manufacturers have developed innovative products that make customer's life effortless. The increase in the purchasing power of the customers made the industry more competitive and put an extra burden on the manufacturers to adopt new technologies that help customers solve their problems and fulfil their needs. Firms face problems and challenges in the form of after-sale service failures. After-sale services are an integral part of home appliance products, and the companies can not avoid these while serving the customers. Although the after-service structure is rich in empirical studies on different service sectors like information technology, after-sale service failure, and consumer behaviour modelling in the home appliance have not been adequately investigated in Indian services. Previous researches have relied on understanding the services and their relation to either satisfaction or loyalty. Thus, they have been unable to disentangle the phenomenon of unfavourable reactions after an after-sale service failure from satisfaction and dissatisfaction. After-sale service is an essential component of customer behavioural outcomes. Therefore, businesses need to understand how after-sale service failures influence customer behaviour. Despite service superiority's importance, the home appliance industry lacks industry-specific, widely recognized instruments for after-sale service assessment. The primary goal of this study is to find major after-sale service failures and look at how these after-sale service failures affect customers, leading to unfavourable behavioural reactions. The study used a quantitative approach to understand the issue comprehensively. This research incorporated various after-sale service failure areas discussed and analyzed by previous research. It also discussed service theories and models (Expectancy Disconfirmation Paradigm, Justice Theory, Attribution Theory) related to failures and behaviours. However, this research focuses mainly on how these service failure areas lead to customer behavioural outcomes. Firstly, to know the major after-sale service failure areas, this study prepared the questionnaire based on the literature available on after-sale service failures and customers' reviews and their experience with the after-sale service of the home appliance companies. Data is collected from customers who have experienced after- sale service failures and their subsequent behaviour. The study analyzed the reasons for after-sale service failures, the types of failures that customers encounter, and the impact of these failures on customer behaviour, including their negative word of mouth, switching behaviour, willingness to recommend the brand etc. The findings of this study provided valuable insights into how businesses can improve their after-sale service and retain their customers. The study found seven major after-sale service failures that significantly impact customer behaviours. Unreasonable charges and policy clarity issues are the most significant service failures affecting customers, leading to negative behaviours. These findings show that different types of service failure elicit different reactions. The present study is one of the few empirical studies examining the links between service failures and actual behaviours in consumer durable after-sale service failures. -
Effectiveness of Classroom Interaction on English Language Production in Tamil Medium Schools in Coimbatore
The research study emphasized the importance of classroom interaction (CI) in English language classes for language learning among second language learners of English based on the interaction approach to language learning. The present study attempted to address the problem of students entering the tertiary level of education with dissimilar levels of English language proficiency due to the inequity in English language education among various types of schools in India. newlineThe main purpose of the study was to facilitate classroom interaction (CI) for newlineEnglish language learning in the context through the development of an Interactive Hour module and thereby providing opportunities for disadvantaged learners to be exposed to a graded target language and enabling them to produce the target language inside classroom spaces with corrective feedback on language use. The research was carried out in two phases using mixed methods research design in government-aided Tamil medium schools in the district of Coimbatore, newlineTamil Nadu, India. Phase I of the study, which was majorly qualitative in nature, was conducted to establish the need for the study in the context. It was aimed to Systematically present the actual teaching and learning scenario of English language classrooms in government-aided schools in Tamil Nadu in comparison to what is mentioned newlinein the national and state education policy notes and official documents related to newlineEnglish language teaching. The major objectives of phase I of the study were to newlineunderstand the pedagogic goals of English language teachers and their classroom newlineinteractional awareness and to observe and evaluate the nature and extent of classroom interaction in English language classes in the context of language policy and planning. -
Artificial Intelligence - Based Steganography Model for Social Media Data Set
Steganography, one of the data security mechanisms under our investigation, shields legitimate messages from hackers and spies by employing data hiding. Data protection is newlinecurrently the top priority due to the signifcant advancements in information technology due to high-security concerns. Traditional techniques for maintaining data confdentiality include steganography and cryptography; the distinction is that steganography does not naturally arouse suspicion, whereas cryptography does. Traditional linguistic steganographic methods suffer from limitations in automation, accuracy, and the volume of concealed text. The robustness and undetectability properties of these approaches also require improvement. Third-party vulnerability is often too high for conventional techniques to handle. Artifcial intelligence is increasingly replacing traditional model creation in steganography. Despite the fact that steganography ensures security, information sent over online social networks (OSN) is plainly not safe. Steganography along newlinewith encryption can make a difference with regard to privacy of information in transit. newlineThe research study aims to build algorithms or models and assess steganography s robustness, security, undetectability, and embedding ability. Two distinct types of data newlineconcealing employed for investigation: text and image. The results were encouraging newlinewhen we initially tested our Laplacian model using image steganography and compared newlinewith benchmark methods. The second experiment, which is based on AI, generates the cover text using secret information, examines the security and robustness of steganography. The study compared suggested text steganography model, 3-bit data concealing, with other existing techniques in order to ascertain the undetectability factor. The frst experiment used MATLAB tools, and the second used the markovify python module, RNN (Recurrent Neural networks), and the Huffman tree. Further format-based steganography methods utilized in the following experiment. -
Divergent Synthesis of Azole Tailored Compounds and Their Biological and Photoluminescence Applications
Producing a library of diverse compounds with minor structural differences can provide newlinevaluable information related to the structure-activity relationship (SAR), which would not be possible by studying just one molecule. The main goal of the divergent synthesis approach is to efficiently create a collection of valuable compounds, which is different from the traditional methods of making compounds in a linear or convergent way. This approach, known as divergent synthesis, helps select the best compound from the group for its applications. In the newlinecurrent study, the focus is on synthesizing different types of azoles, such as Thiazole Schiff bases, fused tetrazoles, substituted imidazole, and 1H-tetrazoles, and exploring their potential uses in biological and photoluminescence studies. Several methods were utilized to synthesize the derivatives of azole compounds. The synthesized molecules were examined and identified using techniques like 1HNMR, 13CNMR, Mass spectrometry, and IR spectroscopy. After creating a library of molecules, they were evaluated for their potential applications in biology and photoluminescence. The most promising molecule was selected from the preliminary evaluation for further investigation. newlineThiazole Schiff bases were synthesized, and their photoluminescence properties were newlineinvestigated. Among the synthesized compounds, the bromo derivative showed the most promising results in developing fluorescent organic nanoparticles with versatile applications. The compound delivered exceptional results in aggregation-induced emission (AIE), viscochromism, detection of Al3+ions, pH sensing, latent fingerprint detection, and cell imaging. Synthesis of fused azole-derivatives was accomplished using the organo-catalyst 10- newlinecamphor sulfonic acid. Detailed optimization and mechanistic studies were conducted, along newlinewith evaluating the antifungal activity against Candida tropicalis ATCC 10231 for the newlinesynthesized compounds. -
Intelligent Information Retrieval Model for Digital Documents in Title Insurance
Documents have been pivotal in shaping human history by preserving knowledge and newlineenabling the transmission of ideas across generations and cultures. They have facilitated the establishment of legal systems, institutions, and governance, fostering societal order and progress. Additionally, documents serve as a collective memory, chronicling the achievements and lessons learned, enriching the human experience. Transforming documents from physical to digital format has revolutionized how we access, store, and share information in the digital age. This transition, enabled by technological advances, began with the invention of the scanner, which allowed for newlinethe digital capture of images and text. Optical Character Recognition (OCR) technology that can convert scanned documents into searchable, editable digital texts further streamlined this process. As the storage capacity and internet speeds have increased, digitization has become more accessible and widespread. Cloud-based storage solutions, such as Google Drive and Dropbox, now allow users to store, access, and share digital documents from anywhere with an internet connection. This has improved collaboration and communication and reduced the need for physical storage space. The digitization of documents has also significantly impacted the environment, with paper consumption decreasing and many industries carbon footprint reducing. Libraries and archives have transformed digitally, making vast information more easily accessible and preserving vital historical records for future generations. This digital shift has democratized knowledge, granting people worldwide access to resources that were once limited newlineto those with physical proximity to the material. -
Synthesis of Thiazines, Thiazinones and N-Cycloalkyl Azoles Via Novel Synthetic Routes
Heterocyclic building blocks have gained the utmost importance in recent past on the newlineaccount of their significance in biological and pharmaceutical fields. Among these newlinenitrogen and sulphur containing heterocyclic building blocks such as thiazines, newlinethiazinones and N-cycloalkyl heterocyclic motifs hold an important role in medicinal newlinechemistry. Thiazine cores are used for the treatment of various life threating diseases newlinelike cancer, cardiovascular and fabry diseases. Drugs containing thiazinone cores were used to treat Parkinson, Alzheimer s and various neuro degenerative diseases. Ncycloalkyl azole motifs are used to treat various life threating cancers like neck, lung, prostate, breast etc. As per the literature review, synthesis of these motifs are done using multi steps and harsh conditions, which limited the substrate scope. In this thesis we describe our studies on development of one pot, mild condition for newlinesynthesis of thiazinone cores using P(NMe2)3 (HMPT). We had developed HMPT [P(NMe2)3] mediated reactions towards synthesis of Carbon-Nitrogen/Carbon-Sulphur bond. The developed methodology was extended for thiazine cores as well. This new synthetic methodology is useful to synthesize various N, S-heterocycles including the novel spiro molecules. HMPT reagent under the mild and aerobic reaction conditions provided the access for many manifold immense molecules. Molecular docking studies were conducted for the synthesized compounds considering MOA-B inhibitors as target. MOA-B inhibitor motifs were approved for the treatment of Parkinson illness. The synthesized thiazine and thiazinone molecules showed good binding affinity in molecular docking studies conducted. We had developed a new strategy using T3P (1-Propanephosphonic anhydride, ~ 50 % wt, in EA solution) mediated synthetic procedure for the synthesis of N-cycloalkyl newlineazoles. -
Exploring Determinants of User Generated Context : A Consumer Behaviour Perspective
The advances in digital technology and the Internet have accelerated the growth of the online ecosystem. The ease of access to the Internet by the masses has ensured phenomenal expansion among online users. The past decade newlinewitnessed tremendous growth of online applications, platforms and apps that are newlinehelping to solve complex human needs. The online ecosystem itself witnessed newlinetremendous change, while static information sources have been replaced with dynamic ones that allow online users to participate in the system. The vast information society has transformed from being just the consumer of information to the participant in the generation of the information source. Business finds the exponential growth of online users and their active participation as an opportunity. Business benefits by sensing the market trends quickly in a better newlineway and take timely remedial actions. newlineDespite immense benefits offered by the online mode of business, many challenges have surfaced in recent times on account of ever-increasing technological sophistication and exponential growth of unique and similar newlineproduct offerings and associated reviews. The presence of many similar product offerings and associated reviews creates a technology-induced hurdle, with the potential to impair the rational thought process of consumers, who often search, scan and vote for only the top few reviews of selected products. This has the potential to make aged reviews continuously accumulate votes over time and newlineretain their near top position in the helpful review list, compared to recent quality newlinereviews. The current study applies statistically and scientifically derived newlinehelpfulness scores for ranking reviews and placing them at their appropriate positions. The study derived helpfulness scores enable re-ranking reviews of consumer products. The initial review dataset is constructed from publicly available reviews in Amazon.in.