Kavita S. Oza

ORCID: 0000-0003-4636-9674
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About
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Research Areas
  • Online Learning and Analytics
  • Data Mining Algorithms and Applications
  • Parallel Computing and Optimization Techniques
  • Distributed and Parallel Computing Systems
  • Web Data Mining and Analysis
  • Educational Technology and Assessment
  • Semantic Web and Ontologies
  • Neural Networks and Applications
  • Blockchain Technology Applications and Security
  • Cloud Computing and Resource Management
  • COVID-19 diagnosis using AI
  • Artificial Intelligence in Healthcare
  • Sentiment Analysis and Opinion Mining
  • Fuzzy Logic and Control Systems
  • Algorithms and Data Compression
  • Software System Performance and Reliability
  • Intelligent Tutoring Systems and Adaptive Learning
  • Advanced Text Analysis Techniques
  • Software Engineering and Design Patterns
  • Scientific Computing and Data Management
  • Artificial Intelligence in Healthcare and Education
  • Innovative Educational Techniques
  • Advanced Technologies in Various Fields
  • Islamic Finance and Banking Studies
  • IoT and GPS-based Vehicle Safety Systems

Shivaji University
2015-2024

Text mining is an emerging area of research with flavors opinion mining, sentiment document classification, content etc. Another flavor text clustering. Proposed work based on clustering the comments posted by users to online learning. The dataset prepared using for video lectures R and Weka. In proposed learners have been clustered observe popularity analyzing terms in each cluster.

10.1016/j.procs.2016.07.369 article EN Procedia Computer Science 2016-01-01

Data available in large volume, variety is generally termed as Big Data. Since data difficult to analyze using traditional processing techniques, many new tools and techniques have evolved over the need practice result-oriented big analysis. In this paper, has been analyzed one of advance effective tool known R Studio depict predictive model based on results Couples algorithms - Random Forest (RF) Latent Dirichlet Allocation (LDA) are applied package order find out more concrete results. To...

10.1109/i-smac.2017.8058297 article EN 2017 International Conference on I-SMAC (IoT in Social, Mobile, Analytics and Cloud) (I-SMAC) 2017-02-01

Objectives: Text classification is one of the important applications data mining. classifies text documents on basis words, phrases, combination words etc. into predefined class labels. Method/Analysis: Present study news four classes namely Business, Entertainment, sports and Technology. For WEKA an open source mining tool used. Different algorithms are applied News set. A comparative these done based Accuracy, Time, Errors ROC to predict best algorithm for set classification. Findings:...

10.17485/ijst/2016/v9i46/84444 article EN Indian Journal of Science and Technology 2016-12-29

In this information era to maintain the highest academic performance is one of challenges in front educators. To educators must know strengths and weaknesses their staff students. The present paper focuses on Student Performance based different factors. By using classification technique predict student’s performance. Based result classification, they decided policies as highest. Different algorithms namely Random Forrest, Navie Bayse, Decision tree, bagging, etc. are used from Weka tool....

10.5958/2347-7202.2021.00001.3 article EN JIMS8I - International Journal of Information Communication and Computing Technology 2020-01-01

10.14445/22315381/ijett-v26p222 article EN International Journal of Engineering Trends and Technology 2015-08-25

Rapid growth of technology and infrastructure has made our lives easier. Whole system allows user's mobility to be tracked using a mobile phone android Application. A application been developed deployed on an Android Phone whose responsibility is track the GPS location update it database. Currently most public having their own vehicle, threat theft always there at parking or sometimes driving insecure places. The safety vehicles extremely essential for which Vehicle tracking locking...

10.1109/iss1.2017.8389337 article EN 2017-12-01

International Journal of Computer Sciences and Engineering (A UGC Approved indexed with DOI, ICI Approved, DPI Digital Library) is one the leading growing open access, peer-reviewed, monthly, scientific research journal for scientists, engineers, scholars, academicians, which gains a foothold in Asia opens to world, aims publish original, theoretical practical advances Science,Information Technology, (Software, Mechanical, Civil, Electronics & Electrical), all interdisciplinary streams...

10.26438/ijcse/v6i8.115123 article EN International Journal of Computer Sciences and Engineering 2018-08-31

Crowdfunding is a fundraising method that involves raising small amounts of money from large number people, typically through online platforms. It allows individuals, businesses, or organizations to present their projects, ideas, causes global audience and request financial support crowd potential backers. has gained popularity across various industries, including technology, arts, entrepreneurship, social causes, more. provides democratized approach financing, allowing innovative creative...

10.1016/j.procs.2023.12.056 article EN Procedia Computer Science 2023-01-01

Semantic web is not just a matter of translation from HTML to RDF/OWL languages. It understanding the content through knowledge graphs. Entities need be related with relationships. This composed resources (web pages) that contain, for example, text, images and audio. Thus, there extracting entities these resources. Currently, most in HTML5 format which W3C recommendation enables describing structure marginally help annotations. The main challenge here transform unstructured data plain files...

10.35940/ijeat.c5161.029320 article EN International Journal of Engineering and Advanced Technology 2020-02-28

In the wake of refurbishment basic teaching-learning paradigm owing to renaissance online media we report empirical investigations relating curriculum framing. We argue that, no matter how well instructional model is designed, unless pay equal consideration towards curriculum, overall transformational effect will be a void. Based on scholarly literature survey, showcase that there are not many studies undertaken in direction using as change agent higher education. put forth new framing based...

10.1109/iacc.2016.158 article EN 2016-02-01
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