{"title":"Application of Graph Colouring in Various Fields","authors":"","doi":"10.46632/jdaai/2/2/11","DOIUrl":"https://doi.org/10.46632/jdaai/2/2/11","url":null,"abstract":"","PeriodicalId":395450,"journal":{"name":"REST Journal on Data Analytics and Artificial Intelligence","volume":"5 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114418839","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Smartphone Application to Assist Farmers in Agriculture Sector","authors":"Laxmi, C. Kalpana","doi":"10.46632/jdaai/2/2/8","DOIUrl":"https://doi.org/10.46632/jdaai/2/2/8","url":null,"abstract":": An essential component of any nation’s economy is agriculture, which is currently undergoing major changes thanks to technology. Farmers can now more easily access essential information, consult with experts, and manage their crops more effectively thanks to smart phones and the programmers that run on them. This essay looks into the advantages and drawbacks of the many Smartphone applications for farmers that are available in the agriculture industry. A thorough assessment of the relevant literature was used in the study, and conclusions were drawn after analyzing the data. The study found that Smartphone applications for farming have a lot of potential and can raise profitability, lower expenses, and increase agricultural output. Cost, restricted internet connectivity, and farmers' low technology knowledge all pose barriers to their adoption, though.","PeriodicalId":395450,"journal":{"name":"REST Journal on Data Analytics and Artificial Intelligence","volume":"162 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122069854","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Image Classification and Recognition","authors":"S. Wehrwein","doi":"10.1109/ipta.2014.7001970","DOIUrl":"https://doi.org/10.1109/ipta.2014.7001970","url":null,"abstract":"","PeriodicalId":395450,"journal":{"name":"REST Journal on Data Analytics and Artificial Intelligence","volume":"103 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117343457","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Advancements in Deep Learning: A Comprehensive Review","authors":"Rajesh Shinde, C. Kalpana","doi":"10.46632/jdaai/2/2/7","DOIUrl":"https://doi.org/10.46632/jdaai/2/2/7","url":null,"abstract":": Deep learning is a recent area of study in machine learning (ML). There are numerous hidden layers of artificial neural networks. High level model abstractions and nonlinear transformations are used in massive databases as part of the deep learning technique. Recent significant advancements in deep learning architectures in a range of fields have had a significant impact on artificial intelligence. This article provides a modern overview of the contributions and cutting-edge applications of deep learning. Deep learning techniques have been applied in major applications, as explained in the review that follows. Also reviewed and contrasted with those of more conventional algorithms in common applications are the advantages and drawbacks of the deep learning technique, as well as its hierarchy of layers and nonlinear operations. A detailed overview of the original concept and the expanding advantages and popularity of deep learning are also included in the state-of-the-art review.","PeriodicalId":395450,"journal":{"name":"REST Journal on Data Analytics and Artificial Intelligence","volume":"108 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128433245","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"A Tutorial on Optimization Automated Tracking Wireless Network System in SPSS Method","authors":"","doi":"10.46632/jdaai/2/2/14","DOIUrl":"https://doi.org/10.46632/jdaai/2/2/14","url":null,"abstract":"Remote organizations utilize electromagnetic waves to move data starting with one point then onto the next without depending on any actual connection. Radio waves are frequently alluded to as radio transporters since they carry out the role of giving capacity to a far-off beneficiary. The communicated information is superimposed on the radio transporter so it very well may be precisely extricated at the less than desirable end. Whenever information is superimposed (tweaked) on a radio transporter, the radio transmission involves in excess of a solitary recurrence on the grounds that the recurrence or spot pace of the balancing data is added to the transporter. On the off chance that radio waves are communicated on various radio frequencies, numerous radio transporters can be in a similar area without obstructing one another. To remove information, a radio collector tunes to one radio recur-rence while dismissing any remaining frequencies. The tweaked signal consequently acquired is then demodulated and information is separated from the sign. Future vehicular organizations are sup-posed to send more limited distances Correspondence innovation for between vehicle interchanges. Notwithstanding automobile-to-vehicle correspondence, Clients may be keen on getting to the interac-tive media wealthy Web from inside the car employer. Client-server methods revel in decrease execu-tion regardless of standard abnormal network. Another one the worldview of shared content disper-sion over the Web is arising with swarm conventions. The objective of Web amassing conventions is to lessen the heap on satisfied servers. SPSS statistics is a data management, advanced analytics, multi-variate analytics, business intelligence, and criminal investigation developed by IBM for a statistical software package. A long time, spa inc. was created by, IBM purchased it in 2009. The brand name for the latest variants is IBM SPSS measurements. 1G (First Generation), 2G (Second Generation), 2.5G (Second Generation), 3G (Third Generation), 4G (next generation). The Cronbach's Alpha De-pendability result. The by and large Cronbach's Alpha incentive for the model is .467 which indicates 46.7% reliability. From the literature review, the above 22% Cronbach's Alpha value model can be considered for analysis. the outcome of Cronbach's Alpha Reliability. The model's total Cronbach's Alpha score is .467, which denotes a 46.7% dependability level. The 22% Cronbach's Alpha value model mentioned above from the literature review may be used for analysis.","PeriodicalId":395450,"journal":{"name":"REST Journal on Data Analytics and Artificial Intelligence","volume":"29 3-4","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114027175","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Fuzzy Taxonomy Based Optimal Decision Making on Construction Materials","authors":"Nivetha Martin, N. Gandhi, P. Pandiammal","doi":"10.46632/jdaai/2/2/13","DOIUrl":"https://doi.org/10.46632/jdaai/2/2/13","url":null,"abstract":"Decision making on material selection is quite an inevitable task in the construction industry. This research work discusses the taxonomy method of decision making under a fuzzy environment. A decision-making model is developed to make optimal selection of construction materials based on five core criteria. The representations using fuzzy facilitates flexible decision making in material selection-based problems. A decision matrix with linguistic values representing the criterion satisfaction of the alternatives is subjected to the proposed method of fuzzy taxonomy to derive the optimal ranking results of the construction materials that are considered as the alternatives. The consistency of the ranking results using fuzzy taxonomy is found to be more consistent when compared with other fuzzy based decision-making methods. The efficiency of fuzzy representations is more promising and this will definitely support the decision makers to endure the hurdles and commotions in material selection.","PeriodicalId":395450,"journal":{"name":"REST Journal on Data Analytics and Artificial Intelligence","volume":"1997 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123548965","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Applications of Edge Coloring in Fuzzy Graphs","authors":"","doi":"10.46632/jdaai/2/2/12","DOIUrl":"https://doi.org/10.46632/jdaai/2/2/12","url":null,"abstract":"","PeriodicalId":395450,"journal":{"name":"REST Journal on Data Analytics and Artificial Intelligence","volume":"35 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129326240","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Shradha Murthy, D. Pallavi, Kartha Sunil Shivam, Mittal Shyam
{"title":"The Effects of OTT Platforms on the Indian Film Industry","authors":"Shradha Murthy, D. Pallavi, Kartha Sunil Shivam, Mittal Shyam","doi":"10.46632/jdaai/2/2/4","DOIUrl":"https://doi.org/10.46632/jdaai/2/2/4","url":null,"abstract":"This empirical study tried to understand the effects of over-the-top (OTT) streaming platforms on the Indian film industry. The paper analyzes the impact of OTT on both users and technicians of the film industry, highlighting both positive and negative effects. The objective of the study is to explore the changes in the film industry because of the rise in OTT platforms. The methodology of the research involved sending a questionnaire to 100 individuals, which included both users and technicians of the Indian film industry. The sampling techniques used in the study were convenience sampling and snowball sampling. The data collected through the questionnaire was analyzed using statistical tools to get meaningful insights. The study found that the introduction of OTT platforms has led to a significant change in the Indian film industry. While it has provided a platform for small-budget films and new talent, it has also led to concerns about censorship and revenue loss for traditional distribution channels. The study also found that the viewing habits of users have changed, and they now prefer to consume content on their own terms, rather than following traditional schedules and methods. Overall, this study provides valuable insights into the effects of OTT platforms on the Indian film industry. The findings of this study can be used by industry to make informed decisions about the future of the film industry in the digital age.","PeriodicalId":395450,"journal":{"name":"REST Journal on Data Analytics and Artificial Intelligence","volume":"262 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124281759","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"An Empirical study on- Perspective and attitude of people on Electric Vehicle in India","authors":"Anisha Jain, Jinal Jain, D. Pallavi, Varalakshmi","doi":"10.46632/10.46632/jdaai/2/1/10","DOIUrl":"https://doi.org/10.46632/10.46632/jdaai/2/1/10","url":null,"abstract":"The Paper aims to look for aspects that influence a consumer's decision to acquire an electric vehicle. India has the greatest EV market in the world, particularly for two-wheelers. The penetration of electric vehicles has greatly increased over the past years as a result of numerous automakers releasing these vehicles at a quick rate. By 2025, the market for electric vehicles (EVs) is expected to be worth at least 475 billion, according to a recent study. By 2025, the percentage of electrified two-wheelers is predicted to increase to up to 15% from the current 1% penetration rate. Environmental pollution is currently a major problem worldwide. Toxic emissions from internal combustion engines are a major source of air pollution. The globe is actively promoting electric cars (EVs) to address environmental issues and counteract the consequences of fossil fuel pollution (ECs). The Indian government desires \"only Electric Vehicles\" to be on the roads by 2030.","PeriodicalId":395450,"journal":{"name":"REST Journal on Data Analytics and Artificial Intelligence","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129107696","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Dominating Sets in Fuzzy Graph","authors":"","doi":"10.46632/jdaai/2/1/12","DOIUrl":"https://doi.org/10.46632/jdaai/2/1/12","url":null,"abstract":"","PeriodicalId":395450,"journal":{"name":"REST Journal on Data Analytics and Artificial Intelligence","volume":"9 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-03-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124686239","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}