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Paper ID IJIFR/V13/E6/009 Page No.: 718-726

Subject Area Social Science

Authors Dr Veenu Mohan Muthukattu
Dr Suganthi Pais
Dr Sheela A M

Abstract Self-help groups are small voluntary associations of women members who come together for the purpose of creating individual savings. This is referred to as a common fund, which is circulated among the members. It started as a small group comprising 10 to 12 members. It has spread in large numbers over the years. The government of India also supports these self-help groups with various credit schemes, which help in their economic empowerment. The research paper analyses the role of self-help groups in women's empowerment in the Mundgod and Hangal taluks in Northern Karnataka. The results show positive results in strengthening the economic welfare of self-help groups in the study areas. It has not only created sustainable employment but also helped to increase their monetary standards.

Keywords Self-Help Groups, Empowerment, Sustainable Employment


Paper ID IJIFR/V13/E6/008 Page No.: 714-717

Subject Area Commerce

Authors Dr.P.Karthika

Abstract Women’s economic empowerment has emerged as a critical driver of inclusive growth and sustainable development. This study investigates the economic empowerment of working women through an integration of theoretical perspectives and empirical evidence. The research adopts a descriptive and analytical approach by synthesizing data from national labour force surveys, microfinance studies, and gender-based employment statistics. The study conceptualizes economic empowerment as a multidimensional construct comprising access to economic resources, financial autonomy, decision-making power, and employment opportunities. Findings indicate that women’s participation in paid employment, access to credit facilities, and educational attainment significantly enhance economic agency and household decision-making capacity. However, structural barriers such as wage disparities, occupational segregation, and limited access to financial institutions continue to restrict empowerment outcomes. The study highlights the role of policy interventions, skill development initiatives, and inclusive financial systems in strengthening women’s economic participation. The research contributes to existing literature by providing an integrated framework linking employment, financial inclusion, and empowerment outcomes. The findings offer practical implications for policymakers, development practitioners, and researchers aiming to promote gender-inclusive economic development.

Keywords Economic Empowerment, Working Women, Financial Inclusion, Labour Force Participation, Gender Equality


Paper ID IJIFR/V13/E6/006 Page No.: 708-713

Subject Area Computer Science

Authors Sandeepi
Neha Saini
Vikas Sharma

Abstract Massive Open Online Courses (MOOCs) and digital learning environments have emerged as key technologies for expanding access to education globally. By leveraging openness, networked learning and scalability, they can support inclusive education and contribute to Education for Sustainable Development (ESD). Evidence from recent studies shows that MOOCs can promote sustainability-related competencies, access across geographical and socio economic boundaries, and support the long term, sustainable use of digital platforms when accompanied by adequate academic and emotional support. However, persistent challenges such as high dropout rates, digital divides, and variable pedagogical quality must be addressed to fully realize their potential as sustainable technologies for inclusive education.

Keywords MOOCs, Digital Learning, Sustainable Technology, Inclusive Education


Paper ID IJIFR/V13/E6/004 Page No.: 701-707

Subject Area Computer Science

Authors Amit Kumar
Amandeep Makkar
Sunil Taneja
Vikas Sharma

Abstract Generative Artificial Intelligence has emerged as a innovative technology proficient of making human-like content across various domains, including text, images, and code. Among generative AI models, ChatGPT developed by OpenAI exemplifies a significant advancement in natural language processing through the use of large language models (LLMs). This paper examines the fundamentals of generative AI, with a particular focus on ChatGPT, its underlying architecture, applications, and implications. ChatGPT leverages deep learning techniques to generate contextually relevant and coherent responses, making it valuable in fields such as education, research, content creation, and software development. Despite its advantages, challenges related to accuracy, bias, ethical concerns, and responsible usage remain critical considerations. This study highlights both the potential and limitations of generative AI technologies, emphasizing the importance of ethical frameworks and human oversight in their deployment. The findings suggest that generative AI, when used responsibly, can significantly enhance productivity, creativity, and access to information.

Keywords Generative AI, ChatGPT, Artificial Intelligence, Large Language Models


Paper ID IJIFR/V13/E6/002 Page No.:

Subject Area commerce with technology

Authors Dr.K.Kaleeswari
S.Swathi

Abstract The rapid deployment of fifth-generation (5G) wireless technology is transforming digital ecosystems worldwide, offering unprecedented data speeds, ultra-low latency, and enhanced connectivity. This study examines the impact of 5G adoption on mobile commerce (m-commerce) in the Erode district, a growing economic hub in Tamil Nadu, India. The research investigates how 5G technology influences consumer behavior, business performance, and overall mobile transaction efficiency within the region. The study explores changes in user engagement, online purchasing trends, and the quality of digital services post-5G rollout.

Keywords 5G technology,mobile commerce


Paper ID IJIFR/V13/E6/001 Page No.:

Subject Area Commerce

Authors Dr.R.Kalaiselvi

Abstract This paper examines the growth and sustainability of women-led enterprises that have availed loans under the Stand-Up India Scheme (SUI). Through a combination of secondary national scheme data and primary survey data from women entrepreneurs in [insert region], this study analyses business growth (turnover, employment generation) and sustainability (business survival, reinvestment behaviour) over time. The findings suggest that while the SUI scheme has substantially increased women’s access to formal credit—over 80% of sanctioned accounts going to women—the sustainability of these enterprises is influenced by factors such as loan size, training/mentoring support, and rural vs urban location. Policy implications and recommendations are presented for strengthening support systems for women entrepreneurs under the scheme.

Keywords women entrepreneurs, Stand-Up India Scheme, business growth, sustainability, credit access, India


Paper ID IJIFR/V13/E5/034 Page No.: 616-623

Subject Area Computer Engineering

Authors Mani Goyal
Navneet Garg

Abstract Health and well-being is a key issue of concern hence leading to the introduction of superior technologies to ensure cost effective healthcare provision. The paper addresses the impacts of integrating Artificial Intelligence (AI) and wireless communication technologies (1G to upcoming 6G) in facilitating intelligent and real-time healthcare services. The AI-enabled systems can gather, transfer and process information through Wireless Sensor Networks (WSNs) and provide customizable and preventive treatment. The development of AI and communication technologies and their integration as a whole are analyzed, as well as the effects of such development on applications made in the sphere of healthcare, smart cities, logistics, and industrial automation. A list of wireless communication generations is shown with some of the most important parameters of spectrum, data rates, and deployment methods reported. The paper also reflects upon the issues that AI, with the help of machine learning and deep learning, solves regarding major difficulties of networks: reductions in latency, congestion management, saving energy, and the prevention of data security. Particular attention is paid to the capability of 5G and expected innovations of 6G, such as a capability of supporting ultra-reliable low-latency communications and massive machine-type connectivity. The combination of the world of wireless and the emergence of AI will not only increase the intelligence of systems but will also open up possibilities of real time-based resource efficient communication systems.

Keywords Artificial Intelligence (AI), Healthcare, IoT, Latency, Machine Learning, Network Optimization, Wireless Sensor Networks (WSN), 5G, 6G.


Paper ID IJIFR/V13/E5/033 Page No.:

Subject Area Computer Engineering

Authors Krishiv Taneja
Tiya Saluja

Abstract The Domain Name System (DNS) is a key part of the Internet that translates human-readable domain names into numerical IP addresses. Most modern web traffic is now protected with encryption, but traditional DNS queries are still sent in plain text. This makes them vulnerable to threats like eavesdropping, manipulation, surveillance, and phishing attacks. This long-standing security issue has led to the creation of several encrypted DNS protocols aimed at improving privacy and data protection. The paper compares four main encrypted DNS protocols: DNS over TLS (DoT), DNS over HTTPS (DoH), DNS over QUIC (DoQ), and Oblivious DNS over HTTPS (ODoH). These protocols encrypt DNS queries in different ways and provide various levels of privacy, performance, and ease of use. DoT and DoH secure DNS traffic with TLS and HTTPS, respectively, which reduces the risk of interception and tampering. DoH has gained popularity because it integrates into well-known web browsers and operating systems. DoQ enhances performance by using the QUIC protocol, which reduces latency and avoids common transport issues, making it ideal for mobile and high-speed networks. ODoH improves user privacy by unlinking the client’s identity from DNS queries, preventing any one entity from connecting users to their browsing habits. The paper also looks at the balance between privacy and performance, showing that stronger encryption can lead to extra latency, especially in unstable network conditions. It discusses how encrypted DNS affects Internet Service Providers (ISPs), network monitoring, and censorship. Adoption trends across different regions, platforms, and network types show steady growth, driven by default browser settings, mobile integration, and increasing awareness of privacy. Overall, the paper emphasizes that while no single encrypted DNS protocol works for every situation; each one plays a vital role in enhancing DNS security and privacy in today’s Internet infrastructure.

Keywords DoT, DoH, ODoH, DoQ, DNS, Protocols, TLS


Paper ID IJIFR/V13/E5/032 Page No.: 604-608

Subject Area Computer Science

Authors Reena Mehla

Abstract Focus on the urgent need to implement sustainable development has created an accelerated demand for the use of intelligent technologies that provide solutions to environmental, economic, and social issues via the deployment of machine learning, deep learning, and natural language processing to build scalable systems that utilize data in order adaptively consider various aspects of Sustainable Development Goals (SDGs). These two technologies provide opportunities for maximum efficiency through the use of resources predictive modeling and creation of knowledge and wisdom across many domains, including energy, transportation, agriculture, and environmental governance. In this paper, we will provide an overview of how machine learning, deep learning, and natural language processing can be used to create intelligent and sustainable systems. In addition, we will also provide an overview of how different methodologies are being applied within these areas, the different application areas that are benefitting from this transformation, how these technologies are being integrated with other technologies, what challenges must be overcome, and where future research may lead to additional innovations leading to sustainability through the expanded capabilities of artificial intelligence.

Keywords Sustainable systems, machine learning, deep learning, natural language processing, artificial intelligence, intelligent technologies


Paper ID IJIFR/V13/E5/031 Page No.: 598-603

Subject Area Computer Science and Application

Authors Shipra Goel
Kanwal Garg

Abstract Machine learning (ML) is a relatively new discipline that allows computers to learn based on their data and decide independently without the necessity to be programmed. Since other sectors of the economy such as medical, financial, educational, and social media have increasingly generated more and more digital data, there has been an increased desire to apply Predictive Analytics to analyze the data. It can be done by machine learning techniques, which this research shows in a comprehensive manner of how to use machine learning to predict analytics, with the three key approaches being supervised, unsupervised and ensemble techniques. The benchmark dataset is publicly available and is used to evaluate and compare the effectiveness of various algorithms on several pre-established assessment metrics, including that of accuracy, precision, recall, F1-score, and RMSE. The article provides an analytical study on the pros and cons of both machine learning methods. These findings clearly confirm that, most of the times, the performance of ensemble learning techniques is superior to that of the conventional machine learning models. The results provide significant information to the researchers and practitioners who are interested in implementing machine learning methods to real-world forecasting problems.

Keywords Machine Learning, Predictive Analytics, Supervised Learning, Ensemble Models, Classification, Regression, Data Mining








About IJIFR

The International Journal of Informative & Futuristic Research (IJIFR) is a multidisciplinary peer-reviewed Online open access research journal published monthly. It delivers multidisciplinary platform in order to have extreme, accurate, genuine, brainstorming, speculative, intellectual discussion and which has the visualization to understand, comprehend industrial experiences that describes significant advances of changing global scenarios. All the Authors will get Hardcopy of Certificates for Publication free of cost. IJIFR is dedicated to increasing the depth of the subject across disciplines with the ultimate aim of expanding knowledge of the subject. The journal follows a Blind-Review Peer Review System in order to bring in a high-quality intellectual platform for researchers across the world thereby bringing in total transparency in its journal review system. Authors are solicited to contribute by submitting articles that illustrate high quality theoretical and experimental research results, projects, case studies, reviewed work, analytical and simulation models, technical notes and industrial experiences that describe significant advances in research area. IJIFR provides an opportunity to present the innovative and constructive ideas and the outcome of the on-going research in all the areas of research studies in context of changing global scenarios. This journal provides immediate open access to its content on the principle that making research freely available to the public supports a greater global exchange of knowledge.


Special Issue

The International Journal of Informative & Futuristic Research (IJIFR) special issue welcomes proposals for new and recurring National Conferences, International Conferences, National Seminars, Workshops conducted by colleges, universities, engineering & management institutes etc. The first aim is to provide opportunities for academics from a range of disciplines and countries to share their research both through the conference podium and IJIFR double-blind refereed publications. Proposals will be selected to ensure the conference program offers a comprehensive, non-commercial, objective, and diverse treatment of issues related to the core concepts of the subject’s related to title, IT Organizational Domains, and IT Hot Topics. Attention will be given to diversity of institutions, presenters, and geographic location. It is one of the excellent services offered by IJIFR that is uniquely intended to support the researchers and conference organizers. IJIFR provides conference organizers a privileged platform for the publishing of research work presented in conference proceedings. The journal is deliberated to disseminate scientific & basic research and to establish long term International collaborations and partnerships with academic communities and conference organizers. We invite you to submit proposals on any topic related to the broad set of research and application areas covered the by IJIFR. The Conference examines the concept of diversity as a positive aspect of a global world and globalised society. Presenting at conferences is an efficient and exciting forum in which you can share your research and findings.


Focus & Scope

The journal welcomes the researcher and authors from all parts of the world to provide their latest outstanding developments and state-of-the-art research work for the publications of high quality papers having research results either experimental or projected application in their related fields. IJIFR publishes original materials concerned with the theoretical underpinnings, efficacious application, and potential for evolving technology integration in a global range at all edification levels. It aims to guide the society to formulate and reinvent education, and to be the cutting-edge of knowledge, modernization, erudition, and innovation. Papers submitted for publication are selected & peer reviewed through full double - blind international refereeing process to ensure inventiveness, uniqueness, originality, relevance, and readability. Our reviewers are highly qualified academics and industrialists experts who ensure that only quality research should be published by IJIFR Journals. Articles submitted to the journal should meet international standards and must not be under consideration for publication elsewhere.


Editorial Policy

The editors ensure that this journal will be regularly published, widely read and circulated, have high impact and attract an adequate supply of high-quality papers from an international range of authors worldwide. Any selected referee who feels unqualified to review the research reported in a manuscript or knows that its prompt review will be impossible should notify the editor and excuse himself from the review process. Any manuscripts received for review must be treated as confidential documents. They must not be shown to or discussed with others except as authorized by the editor. An editor should evaluate manuscripts for their intellectual content without regard to race, gender, sexual orientation, religious belief, ethnic origin, citizenship, or political philosophy of the authors. Double blind reviews will be executed to ensure that biases in the process of evaluating manuscripts.


All articles published Open Access will be immediately and permanently free for everyone to read and download. Manuscripts should follow the style of the journal and are subject to both review and editing. IJIFR is multidisciplinary in nature so the topics are not limited to the list that is available. IJIFR will generally publish the research papers in the field as follows:


SOCIAL SCIENCE AND HUMANITIES, SOCIOLOGY, SOCIAL WELFARE, ANTHROPOLOGY, RELIGIOUS STUDIES, VISUAL ARTS, POLITICAL, CULTURAL ASPECTS OF DEVELOPMENT, TOURISM MANAGEMENT, PUBLIC ADMINISTRATION, PSYCHOLOGY, PHILOSOPHY, POLITICAL SCIENCE, HISTORY, EDUCATION, WOMEN STUDIES, BUSINESS AND MARKETING, ECONOMICS, FINANCIAL DEVELOPMENT, ACCOUNTING, BANKING, MANAGEMENT, HUMAN RESOURCES, SCIENCE AND ENGINEERING, TECHNOLOGY AND INNOVATION, ENVIRONMENTAL STUDIES, CLIMATE CHANGE, AGRICULTURAL, RURAL DEVELOPMENT, URBAN STUDIES, BIOTECHNOLOGY, HOTEL AND TOURISM, ENTREPRENEURSHIP DEVELOPMENT, BUSINESS ETHICS, DEVELOPMENT STUDIES, ASTRONOMY AND ASTROPHYSICS, CHEMISTRY, EARTH AND ATMOSPHERIC SCIENCES, PHYSICS, BIOLOGY IN GENERAL, AGRICULTURE, BIOPHYSICS AND BIOCHEMISTRY, BOTANY, ENVIRONMENTAL SCIENCE, FORESTRY, GENETICS, HORTICULTURE, HUSBANDRY, NEUROSCIENCE, ZOOLOGY, COMPUTER SCIENCE, ENGINEERING, ROBOTICS AND AUTOMATION, MATERIALS SCIENCE, MATHEMATICS, MECHANICS, STATISTICS, HEALTH CARE & PUBLIC HEALTH, NUTRITION AND FOOD SCIENCE, PHARMACEUTICAL SCIENCES ETC.


Paper Submission

Submission of paper to this journal proceeds totally online and you will be guided stepwise through the creation and uploading of your files. All correspondence, including notification of the Editor's decision and requests for revision, takes place by e-mail removing the need for a paper trail. Clearly indicate who will handle correspondence at all stages of refereeing and publication, also post-publication. Ensure that phone numbers (with country and area code) are provided in addition to the e-mail address and the complete postal address. Contact details must be kept up to date by the corresponding author. Those papers that do not reach the required standards of quality and rigor demanded by the journals, in terms of theoretical framework and methodology, will not be accepted for publication. Full papers should be submitted electronically via the ijifr website i.e.www.ijifr.org or by directly mailing to the editor at [email protected] or [email protected] in accordance with the author’s guidelines and paper format of this journal. The entire paper should be created in one document in Word format (.DOC or .DOCX). The first page is the title page, showing the full title, author‘s name, position, affiliation, and present address. Also, include an e-mail address for editorial correspondence. If there is more than one author, please indicate with an asterisk (*) the author who should receive correspondence.


Important Dates
Important Dates For Every Issue
Last Date of Paper Submission : 20th of Every Month
Acceptance Notification : Within 7-10 days after paper submission
Final Paper Acceptance Notification up to: 27th of Every Month
Online Publication of Papers: 30th of Every Month
Important Dates
IJIFR FEBRUARY 2026 EDITION
VOLUME 13, ISSUE 6, FEBRUARY 2026
FINAL PAPER SUBMISSION TILL
26-FEBRUARY-2026
ACCEPTANCE NOTIFICATION
WITH IN 2-7 DAYS AFTER PEER REVIEWED PROCESS
PAPER ID ACKNOWLEDGEMENT
THROUGH ONLINE SUBMISSION
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Scholarly Open Access, Peer-reviewed, and Refereed Journal, Impact factor 8.057 , AI-Powered Research Tool , Multidisciplinary, Monthly, Indexing in all major database & Metadata, Citation Generator, Digital Object Identifier(DOI), Plagiarism Reports Generation, Scientific & Analytic Review System
Nominal Processing & Publishing Charges (Includes online publication, Indexing & Abstracting in various online repositories, hard copy of certificate to each author, hard copy of Paper& letter of acceptance in journal cover.
All manuscripts are reviewed in fairness based on the intellectual content of the paper regardless of gender, race, ethnicity, religion, citizenry nor political values of author(s).the IJIFR provides free access to research information to the international community without financial, legal or technical barriers. All submitted articles should report original, previously unpublished research results, experimental or theoretical, and must not be under consideration for publication elsewhere. All the accepted papers of the journal will be processed for indexing into different citation databases that track citation frequency/data for each paper. Contributions will therefore be welcomed from practitioners, researchers, scholars and professional experts working in private, public and other organizations or industries.
High Impact Factor Journal with publication of more than 4200+ satisfied authors worldwide. IJIFR is indexed by Scientific Journal Impact Factor : 6.051, Index Copernicus Value(Icv): 6.62, Academia, Internet Archive, Techrepublic, Citeactor, Scribd, Jstor, World Cat, Road, Google Scholar, Slideshare, Jour Informatics, Genamics, Biblioteca, Scientific Research Indexing, LABII, ISRA, I2OR, Journal Index. Net, Newjour, Figshare, Citesser X , Open Access Journals, References*,Research Info, OAJI Indexing, E LIS, Genamics
IJIFR is approved by UGC & National Institute of Science Communication and Informational Resources (NISCIR), Delhi, India. Nominal Processing & Publishing Charges (Includes online publication, Indexing & Abstracting in various online repositories, hard copy of certificate to each author, hard copy of letter of acceptance (Original Papers Only) with additional benefits.
Authors are advised to submit authentic research work only.
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