Sourav De,
Sandip Dey,
Siddhartha Bhattacharyya,
Surbhi Bhatia,
Surbhi Bhatia Khan
e.a.
Advanced Data Mining Tools and Methods for Social Computing
Paperback Engels 2022 9780323857086
Verwachte levertijd ongeveer 9 werkdagen
Samenvatting
Advanced Data Mining Tools and Methods for Social Computing explores advances in the latest data mining tools, methods, algorithms and the architectures being developed specifically for social computing and social network analysis. The book reviews major emerging trends in technology that are supporting current advancements in social networks, including data mining techniques and tools. It also aims to highlight the advancement of conventional approaches in the field of social networking. Chapter coverage includes reviews of novel techniques and state-of-the-art advances in the area of data mining, machine learning, soft computing techniques, and their applications in the field of social network analysis.
Specificaties
Lezersrecensies
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Inhoudsopgave
<p>1. An Introduction to Data Mining in Social Networks<br>2. Performance Tuning of Android Applications using Clustering and Optimization Heuristics<br>3. Sentiment analysis of Social Media data evolved from COVID 19 cases - Maharashtra<br>4. COVID-19 Outbreak Analysis and Prediction Using Statisical Learning<br>5. Verbal Sentiment Analysis and Detection using Recurrent Neural Network<br>6. A Machine Learning approach to aid Paralysis patients using EMG signals<br>7. Influence of Travelling on Social Behaviour<br>8. A Study on Behaviour Analysis in Social Network<br>9. Recent Trends in Recommendation System using Sentiment Analysis<br>10. Data Visualization: Existing Tools and Techniques<br>11. An intelligent agent of Mining of Frequent Patterns on Uncertain Graphs<br>12. Mining Challenges in Large Scale IoT Data Framework - A Machine Learning Perspective<br>13. Conclusion</p>
Rubrieken
- advisering
- algemeen management
- coaching en trainen
- communicatie en media
- economie
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- inkoop en logistiek
- internet en social media
- it-management / ict
- juridisch
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- werk en loopbaan