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Book Cover
E-book
Author International Conference of Advanced Computing and Informatics (3rd : 2022 : Casablanca, Morocco)

Title Advances on intelligent computing and data science : big data analytics, intelligent informatics, smart computing, Internet of Things / Faisal Saeed, Fathey Mohammed, Errais Mohammed, Tawfik Al-Hadhrami, Mohammed Al-Sarem, editors
Published Cham : Springer, 2023

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Description 1 online resource (705 p.)
Series Lecture Notes on Data Engineering and Communications Technologies ; 179
Lecture notes on data engineering and communications technologies ; 179.
Contents Intro -- Preface -- Organization -- Contents -- Artificial Intelligence -- Opinion Mining on Paul W. S. Anderson's Monster Hunter from Chinese Social Media Using Sentiment Analysis -- 1 Introduction -- 2 Literature Review -- 2.1 Natural Language Processing and Opinion Mining -- 2.2 Sentiment Analysis -- 3 Materials and Methodology -- 4 Results and Discussion -- 4.1 Distribution of Sentiment Scores and the Changes in the Number of Negative and Positive Comments Over Time -- 4.2 Results of Positive and Negative Reviews -- 4.3 Analysis of Reviews Before and After the Movie Release Date
4.4 Analysis of Extreme Points in Positive and Negative Reviews -- 5 Conclusion -- References -- Kevin Kwan's Crazy Rich Asians: Opinion Mining and Emotion Detection on Fans' Comments on Social Media -- 1 Introduction -- 2 Literature Review -- 2.1 Social Media Text Analytics -- 2.2 Emotion Classification -- 2.3 Incremental Learning Approaches -- 3 Methodology -- 4 Analysis and Results -- 5 Discussion and Conclusion -- References -- Voltage Profile Improvement and Active Power Loss Reduction Through Network Reconfiguration Using Dingo Optimizer -- 1 Introduction
2 Network Reconfiguration Problem Formulation -- 2.1 The Voltage Magnitude -- 2.2 The Current Limit of Branches -- 2.3 Radial Topology -- 3 Dingo Optimizer -- 3.1 Mathematical Models -- 3.2 Dingo Optimizer Algorithm -- 4 Results and Discussion -- 5 Conclusion -- References -- Machine Learning and Marketing Campaign: Innovative Approaches and Creative Techniques for Increasing Efficiency and Profit -- 1 Introduction -- 2 Related Work -- 3 Methodology -- 3.1 Overall Structure Architecture -- 3.2 Evaluation Metrics -- 3.3 The Used ML Models -- 4 Result and Discussions -- 5 Conclusion and Future Work
Towards the Prediction of Students' Performance Using Educators' Domain Knowledge -- 1 Introduction -- 2 Related Work -- 3 Methodology -- 4 Results and Discussion -- 5 Conclusion -- References -- Learners' Performance Evaluation Using Genetic Algorithms -- 1 Introduction -- 2 Literature Review -- 3 Methodology -- 3.1 Data Set -- 3.2 Feature Selection Technique - Genetic Algorithm -- 3.3 Logistic Regression -- 3.4 Naive Bayes Model -- 3.5 Random Forest Model -- 4 Results and Discussion -- 4.1 Accuracy Score -- 4.2 Precision -- 4.3 Recall -- 4.4 F1-Score -- 5 Conclusion and Future Work
Summary This book presents the papers included in the proceedings of the 3rd International Conference of Advanced Computing and Informatics (ICACin22) that was held in Casablanca, Morocco, on October 1516, 2022. A total of 98 papers were submitted to the conference, but only 60 papers were accepted and published in this book with an acceptance rate of 61%. The book presents several hot research topics which include artificial intelligence and data science, big data analytics, Internet of Things (IoT) and smart cities, information security, cloud computing and networking, and computational informatics
Bibliography References -- A Bottom-Up 2-Stage Approach for Constructing Arabic Knowledge Graph -- Abstract -- 1 Introduction -- 2 Related Work -- 2.1 Arabic Knowledge Graph Challenges -- 2.2 Arabic Language Processing Difficulties -- 3 Methodology -- 3.1 Linguistic-Based Stage -- 3.2 Machine Learning-Based Stage -- 4 Conclusion -- References -- Augmented Reality as a Learning Media to Improve Vocabulary Learning Among Preschoolers -- 1 Introduction -- 2 Materials and Methods -- 2.1 Research Methodology -- 2.2 Evaluation -- 3 Findings and Discussion -- 4 Conclusion -- References
Includes bibliographical references
Notes Includes author idnex
Online resource; title from PDF title page (SpringerLink, viewed August 28, 2023)
Subject Computer science -- Congresses
Soft computing -- Congresses
Artificial intelligence -- Congresses
Genre/Form proceedings (reports)
Conference papers and proceedings.
Actes de congrès.
Form Electronic book
Author Saeed, Faisal
Mohammed, Fathey
Mohammed, Errais
Al-Hadhrami, Tawfik
Al-Sarem, Mohammed
ISBN 9783031362583
3031362586