Open Access
Research Article·pp. i–vii·Vol. 45, Issue 4May 2024
Ramesh Chandra Poonia, Pranav Dass, Vijander Singh, Nishant Kumar, Linesh Raja, Kamal Upreti
Published Online: 08 Jun 2024DOI: 10.47974/JIOS-45-4-Foreword In this paper: The objective of this special issue is to discuss the recent advancement of emerging technologies for Information Optimization. The issue has a specific focus on the social and economic impact of sust...
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Open Access
Research Article·pp. 839–850·Vol. 45, Issue 4May 2024
Rekha Jain, Linesh Raja, Sandeep Kumar Sharma, Devershi Pallavi Bhatt
Published Online: 08 Jun 2024DOI: 10.47974/JIOS-1609 In this paper: Text Summarization is one of the techniques that shorten the original text without vanishing its information as well as meaning. A lot of algorithms exist for text summarization. Two approaches namely...
Open Access
Research Article·pp. 851–861·Vol. 45, Issue 4May 2024
Rakhee Patil, Kalpana Vanjerkhede
Published Online: 08 Jun 2024DOI: 10.47974/JIOS-1610 In this paper: The rapid advancement in communication-based based on Artificial Intelligence (AI) applications has driven the next-generation wireless communication networks, with a notable shift from traditional sy...
Open Access
Review Article·pp. 863–872·Vol. 45, Issue 4May 2024
Avinash Kshirsagar, Vinod Pachghare
Published Online: 08 Jun 2024DOI: 10.47974/JIOS-1611 In this paper: The blockchain technology has gain great popularity in recent years. As its adoption for different domains is increasing the consensus mechanism, a core part of blockchain technology is also explored...
Open Access
Research Article·pp. 873–883·Vol. 45, Issue 4May 2024
Kartik Ingole, Dinesh Padole
Published Online: 08 Jun 2024DOI: 10.47974/JIOS-1612 In this paper: The country’s agriculture sector operating autonomously within the overall economic system. India is the world’s number two producer of agricultural goods. Farmers primarily focus on crop rotation, ir...
Open Access
Research Article·pp. 885–896·Vol. 45, Issue 4May 2024
Tenzin Choesang, Boppuru Rudra Prathap
Published Online: 08 Jun 2024DOI: 10.47974/JIOS-1613 In this paper: Addressing hate speech on social media platforms is a pressing concern, particularly on platforms like Twitter and Facebook. To date, extensive research and numerous projects on the subject of hate sp...
Open Access
Research Article·pp. 897–911·Vol. 45, Issue 4May 2024
M. Navya Pratyusha, Ranjan Kumar
Published Online: 08 Jun 2024DOI: 10.47974/JIOS-1614 In this paper: The study observation offers a method for project control known as the Neutrosophic Critical Path Method (NCPM) which combines the traditional Critical Path Method (CPM) with neutrosophic sets. Dealin...
Open Access
Research Article·pp. 913–923·Vol. 45, Issue 4May 2024
S. Abhijith, Anitha Poly, Benjamin A. Jacob, Gifty Roy, Reshma Rachel Cherish
Published Online: 08 Jun 2024DOI: 10.47974/JIOS-1615 In this paper: Nowadays online media shopping is more trending and extracting the customer’s thoughts from their reviews is very useful for business analytics. So the researcher’s are here trying to take a product f...
Open Access
Research Article·pp. 925–934·Vol. 45, Issue 4May 2024
Geet C. Salame, Nirlepa T. Shinde, Prajakta P. Baad, Deepak D. Kshirsagar, Surendra Singh Tanwar
Published Online: 08 Jun 2024DOI: 10.47974/JIOS-1616 In this paper: Malware attacks are one of the significant issues in the cyber security domain. Many sectors, including financial, healthcare, IoT, etc., are affected by malicious activities through malware attacks....
Open Access
Research Article·pp. 935–945·Vol. 45, Issue 4May 2024
Anjali Gautam, Veenu Bhasin
Published Online: 08 Jun 2024DOI: 10.47974/JIOS-1617 In this paper: The speed at which data is generated has accelerated over the years and is predicted to grow exponentially in the future. It is preferable to pique the user’s interest by building a user profile, then...
Open Access
Research Article·pp. 947–957·Vol. 45, Issue 4May 2024
Himani Jain, Monika Saxena
Published Online: 08 Jun 2024DOI: 10.47974/JIOS-1618 In this paper: The Internet of Things (IoT) has permeated people’s daily lives, giving critical measurement and data collection capabilities to inform everyone’s choices. Edge computing has developed as a new paradi...
Open Access
Research Article·pp. 959–968·Vol. 45, Issue 4May 2024
Hira Javed, Nadeem Akhtar, M. M. Sufyan Beg
Published Online: 08 Jun 2024DOI: 10.47974/JIOS-1619 In this paper: With the increase in multimedia content, the domain of multimodal processing is experiencing constant growth. The question of whether combining these modalities is beneficial may come up. In this work...
Open Access
Research Article·pp. 969–980·Vol. 45, Issue 4May 2024
Shikha Jain, Navin Rajpal, Pramod Kumar Soni
Published Online: 08 Jun 2024DOI: 10.47974/JIOS-1620 In this paper: Multiple sclerosis (MSC) is a disease that impairs brain-to-body communication by causing the immune system to attack the protective sheath that surrounds nerve fibers. Early detection of the disease...
Open Access
Research Article·pp. 981–990·Vol. 45, Issue 4May 2024
Surbhi Sharma, Nisheeth Joshi
Published Online: 08 Jun 2024DOI: 10.47974/JIOS-1621 In this paper: The context-dependence of sarcasm recognition in textual data makes it a challenging problem. This article describes a fusion technique that combines the XGBoost gradient boosting algorithm with BERT...
Open Access
Research Article·pp. 991–1003·Vol. 45, Issue 4May 2024
Shripad Bhatlawande, Swati Shilaskar, Shaurya Singh, Shubham Dandwate
Published Online: 08 Jun 2024DOI: 10.47974/JIOS-1622 In this paper: This work presents a system to recognize key pinch and tripod hand grips using surface electromyography. This system made use of sEMG signals collected from 8 subjects for training and testing, making...
Open Access
Research Article·pp. 1005–1015·Vol. 45, Issue 4May 2024
Swati Shilaskar, Shripad Bhatlawande, Prapti Duddalwar, Sakshi Jaiswal, Dipali Kadam, Kaustubh Chavan
Published Online: 08 Jun 2024DOI: 10.47974/JIOS-1623 In this paper: The identification of millets is important for ensuring food security and sustainable agriculture. This work proposes a novel approach that combines computer vision techniques with ML algorithms to re...
Open Access
Research Article·pp. 1017–1027·Vol. 45, Issue 4May 2024
Ganesh Kumar Yadav, Avdhesh Kumar Tiwari, Vineet Kumar Singh, Ashish Kumar, Dharmendra Varshney, Amit Kumar Singh Sanger
Published Online: 08 Jun 2024DOI: 10.47974/JIOS-1624 In this paper: Skin conditions are common and have grew in recent years, according to the abstract. Skin conditions must be promptly and accurately diagnosed in order to improve patient outcomes and provide appropri...
Open Access
Research Article·pp. 1029–1039·Vol. 45, Issue 4May 2024
Mahesh Mali, Dhirendra Mishra, M. Vijayalaxmi
Published Online: 08 Jun 2024DOI: 10.47974/JIOS-1625 In this paper: Users in the new age have countless choices of movies to watch, which creates the need for recommendation algorithms that will suggest a list of the best movies. The Recommendation algorithms will hel...
Open Access
Research Article·pp. 1041–1049·Vol. 45, Issue 4May 2024
Manisha Tiwari, Pragati Khare, Ishani Saha, Mahesh Mali
Published Online: 08 Jun 2024DOI: 10.47974/JIOS-1626 In this paper: Multimodal Natural Language Processing (NLP) offers significant potential for improving the understanding and generation of content that combines various modalities, including text and images. Image c...
Open Access
Research Article·pp. 1051–1059·Vol. 45, Issue 4May 2024
Himanshi Chaudhary, Virendra P. Vishwakarma
Published Online: 08 Jun 2024DOI: 10.47974/JIOS-1627 In this paper: Due to the proliferation of the web, digital content security has emerged as a substantial issue. Authentication becomes more challenging as the process of manipulating digital images becomes more str...
Open Access
Research Article·pp. 1061–1072·Vol. 45, Issue 4May 2024
Aditya Nagdiya, Vivek Kapoor, Vrinda Tokekar
Published Online: 08 Jun 2024DOI: 10.47974/JIOS-1691 In this paper: A growing number of people and organizations are choosing to invest in cryptocurrencies. The development of precise forecasting models for cryptocurrencies is crucial due to their very volatile market...
Open Access
Research Article·pp. 1073–1079·Vol. 45, Issue 4May 2024
Rahul Maheshwari, Vivek Kapoor
Published Online: 08 Jun 2024DOI: 10.47974/JIOS-1692 In this paper: The proposed effort is a research analysis of the effect of various macroeconomic determinants such as price of Oil, Gold price and rate of Exchange (USD to INR) over Indian stock exchange market (we...
Open Access
Research Article·pp. 1081–1092·Vol. 45, Issue 4May 2024
Ankit Dubey, Ranjan Kumar
Published Online: 07 Jun 2024DOI: 10.47974/JIOS-1693 In this paper: This paper considers an inventory model under a Neutrosophic environment. There are many inventory models available, such as the EOQ (Economic Order Quantity) models with and without shortage, price b...
Open Access
Research Article·pp. 1093–1104·Vol. 45, Issue 4May 2024
Shubham Kumar Tripathi, Ranjan Kumar
Published Online: 08 Jun 2024DOI: 10.47974/JIOS-1694 In this paper: The Linear Programming (LP) model, renowned for its robust modeling capabilities, is a highly effective tool for solving real-world problems and optimizing tasks with specific objective. A key compone...
Open Access
Research Article·pp. 1105–1115·Vol. 45, Issue 4May 2024
Ravi Saharan, Nishtha Kesswani, Basant Aggarwal
Published Online: 08 Jun 2024DOI: 10.47974/JIOS-1695 In this paper: Crowd is known when people in large number gather together. When crowd gather for any reasons, it may cause any serious problem for administration. So authority must know about actual situation of cro...
Open Access
Research Article·pp. 1117–1127·Vol. 45, Issue 4May 2024
Mathe Ramakrishna, Aravapalli Rama Satish, Gudela Ashok
Published Online: 08 Jun 2024DOI: 10.47974/JIOS-1696 In this paper: The field of information technology is experiencing rapid advancements, presenting significant challenges in security and privacy for cybersecurity professionals. Research indicates a concerning incre...
Open Access
Research Article·pp. 1129–1139·Vol. 45, Issue 4May 2024
Aayushi Pandya, Vivek Kapoor, Apash Joshi
Published Online: 08 Jun 2024DOI: 10.47974/JIOS-1697 In this paper: The nation’s economy greatly depends on the stock market. A healthy stock market can boost the economy, but if not going well, it can also trigger a recession. It is one of the most volatile markets,...
Open Access
Research Article·pp. 1141–1152·Vol. 45, Issue 4May 2024
Pallavi V. Kulkarni, Kalpana S. Thakre
Published Online: 08 Jun 2024DOI: 10.47974/JIOS-1698 In this paper: Sentiment Analysis plays an important role in developing AI applications involving human language and sense. Language-specific Sentiment Lexicon is important to accelerate Sentiment Analysis. Marathi...
Open Access
Research Article·pp. 1153–1163·Vol. 45, Issue 4May 2024
Pravin Hujare, Praveen Rathod, Dinesh Kamble, Amit Jomde, Shalini Wankhede
Published Online: 08 Jun 2024DOI: 10.47974/JIOS-1699 In this paper: This paper explores the application of machine learning techniques to predict disc brake deformation, a critical aspect in ensuring the safety and reliability of braking systems. The study employs a d...
Open Access
Research Article·pp. 1165–1175·Vol. 45, Issue 4May 2024
Pravin Hujare, Dinesh Kamble, Deepak Hujare, Sandeep Kore, Sonal Shamkuwar
Published Online: 08 Jun 2024DOI: 10.47974/JIOS-1700 In this paper: The only substantial source of vibration and noise is the IC engine itself. Vibration causes system failures or damage, which is bad for the supporting system for the engine. It is necessary to ensure...
Open Access
Research Article·pp. 1177–1188·Vol. 45, Issue 4May 2024
Manisha Tiwari, Padmanabhan Aital, Padmaja Joshi
Published Online: 08 Jun 2024DOI: 10.47974/JIOS-1701 In this paper: The use of deep learning, machine learning, and natural language-based approaches in the artificial intelligence (AI) field has rapidly advanced document processing efficiency across a wide range of b...
Open Access
Research Article·pp. 1189–1197·Vol. 45, Issue 4May 2024
Ankita, Preeti Rathee, Nisha Rathee, Pooja Gera, Abhigya Verma, Nishtha Goyal
Published Online: 08 Jun 2024DOI: 10.47974/JIOS-1702 In this paper: The research aims to comprehensively examine the current state of knowledge in data flow testing (DFT) to identify knowledge gaps and inform future research. The authors undertook this research questi...
Open Access
Research Article·pp. 1199–1215·Vol. 45, Issue 4May 2024
Pratibha Garg, Neha Gupta, Anukriti Mishra, Anmol Sethi, Kushal Dixit
Published Online: 08 Jun 2024DOI: 10.47974/JIOS-1703 In this paper: Blockchain technology is creating significant interest among a wide range of industries in the world due to the continuing applications in the banking sector. Thus, the aim of this research is to intr...
Open Access
Research Article·pp. 1217–1227·Vol. 45, Issue 4May 2024
Ashwini Bagga, Sumit Srivastava, Rajveer Singh Shekhawat
Published Online: 08 Jun 2024DOI: 10.47974/JIOS-1704 In this paper: Road crashes are a significant global problem, resulting in the loss of over 1.19 million lives and causing around 50 million severe injuries each year. However, despite the efforts made by the Govern...
