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Information Technology

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Applying Internet information technology combined with deep learning to tourism collaborative recommendation system.

PloS one
Recently, more personalized travel methods have emerged in the tourism industry, such as individual travel and self-guided travel. The service models of traditional tourism limit the diversity of service options and cannot fully meet the individual n...

Designing a hybrid dimension reduction for improving the performance of Amharic news document classification.

PloS one
The volume of Amharic digital documents has grown rapidly in recent years. As a result, automatic document categorization is highly essential. In this paper, we present a novel dimension reduction approach for improving classification accuracy by com...

Performance Assessment of Certain Machine Learning Models for Predicting the Major Depressive Disorder among IT Professionals during Pandemic times.

Computational intelligence and neuroscience
Major depressive disorder (MDD) is the most common mental disorder in the present day as all individuals' lives, irrespective of being employed or unemployed, is going through the depression phase at least once in their lifetime. In simple terms, it ...

Machine Learning-Based Intelligent Scoring System for English Essays under the Background of Modern Information Technology.

Computational intelligence and neuroscience
This work is to reduce the workload of teachers in English teaching and improve the writing level of students, so as to provide a way for students to practice English composition scoring independently and satisfy the needs of college teachers and stu...

Exploration on College Ideological and Political Education Integrating Artificial Intelligence-Intellectualized Information Technology.

Computational intelligence and neuroscience
In recent years, with the vigorous development and application of Artificial Intelligence (AI), the application of AI in education is becoming more and more extensive. This study makes a theoretical analysis of AI-Intellectualized Information Technol...

Identification of Insider Trading in the Securities Market Based on Multi-task Deep Neural Network.

Computational intelligence and neuroscience
Illegal insider trading identification is of great significance to the healthy development of the securities market. However, with the development of information technology, problems such as multidata sources and noise bring challenges to the insider...

Research on Human Behavior Modeling of Sports Culture Communication in Industrial 4.0 Intelligent Management.

Computational intelligence and neuroscience
With the advent of the information age, Internet technology and computer technology are gradually applied in various fields. Human daily life is inseparable from the help of information technology. The progress and development of the times are also c...

A Systematic Review on Healthcare Artificial Intelligent Conversational Agents for Chronic Conditions.

Sensors (Basel, Switzerland)
This paper reviews different types of conversational agents used in health care for chronic conditions, examining their underlying communication technology, evaluation measures, and AI methods. A systematic search was performed in February 2021 on Pu...