Volume 1, Number 1, 2022
Movie Recommendation System Modeling Using Machine Learning
International Journal of Mathematical, Engineering, Biological and Applied Computing
2022,
1(1),
12-16.
DOI: 10.31586/ijmebac.2022.291
Abstract
The task of recommending products to customers based on their interests is important in business. It is possible to accomplish this with machine learning. To reduce human effort by proposing movies based on the user's interests efficiently and effectively without wasting much time in pointless browsing, the movie recommendation system
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The task of recommending products to customers based on their interests is important in business. It is possible to accomplish this with machine learning. To reduce human effort by proposing movies based on the user's interests efficiently and effectively without wasting much time in pointless browsing, the movie recommendation system is designed to assist movie aficionados. This work focuses on developing a movie recommender system using a model that incorporates both cosine similarity and sentiment analysis. Cosine similarity is a standard used to determine how similar two items are to one another. An examination of the emotions expressed in a movie review can determine how excellent or negative a review is and, consequently the overall rating for a film. As a result, determining whether a review is favorable or adverse may be automated because the machine learns by training and evaluating the data. Comparing different systems based on content-based approaches will produce results that are increasingly explicit as time passes.Full article
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Article
Analysis of Network Modeling for Real-world Recommender Systems
International Journal of Mathematical, Engineering, Biological and Applied Computing
2022,
1(1),
1-7.
DOI: 10.31586/ijmebac.2022.283
Abstract
Nowadays, recommendation systems are existing everywhere in the internet world, online people are presented with the required needs not just for actual physical products, but also for several other things such as songs, places, books, friends, movies, and many more requirements. Most of the systems are developed with the basic
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Nowadays, recommendation systems are existing everywhere in the internet world, online people are presented with the required needs not just for actual physical products, but also for several other things such as songs, places, books, friends, movies, and many more requirements. Most of the systems are developed with the basic collaborative and hybrid filtering, where the people or users are recommended items that the choices are based on the right preferences of other people by applying the machine intelligence strategies. In this research, the importance of network modeling is analyzed in solving real-world problems.Full article
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Article
A Linear-Time Algorithm to Find the Second Smallest Number
International Journal of Mathematical, Engineering, Biological and Applied Computing
2022,
1(1),
8-11.
DOI: 10.31586/ijmebac.2022.285
Abstract
An algorithm is defined as a finite step-by-step procedure to accomplish a required result. It is also defined as a sequence of computational operations that convert the given input into the required output. In general, in the worst case, an algorithm is said to be optimal if there are no
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An algorithm is defined as a finite step-by-step procedure to accomplish a required result. It is also defined as a sequence of computational operations that convert the given input into the required output. In general, in the worst case, an algorithm is said to be optimal if there are no algorithms that perform a less basic number of well-defined operations, in the worst case. This paper presents an optimal algorithm for finding the second smallest among n numbers. The complexity of the proposed algorithm and its advantages are also analyzed in this paper.Full article
Article
Wireless Technology is Easy to Use
International Journal of Mathematical, Engineering, Biological and Applied Computing
2022,
1(1),
22-29.
DOI: 10.31586/ijmebac.2022.294
Abstract
Wireless networking is the connection of computers, digital communication devices, network equipment, and various other devices via radio waves. It is applied in places where the wired infrastructure cannot be installed or the price of introducing such a structure is too high. In addition, it has some features that are
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Wireless networking is the connection of computers, digital communication devices, network equipment, and various other devices via radio waves. It is applied in places where the wired infrastructure cannot be installed or the price of introducing such a structure is too high. In addition, it has some features that are a great advantage over wired networking, such as customer mobility, easy expandability, and fast and low-cost temporary networking. Wireless technology allows us mobility and ease of use, but most users do not think about security. Users are insufficiently informed about the dangers of the Internet. Many of them do not pay attention to that and access important data such as bank accounts, e-mail, and any other contents that must be preserved and hidden. Today, there are more and more malicious actions, where hackers use various methods and technologies to attack users' accounts, bypassing all protections. Today, the issue of security is one of the priorities for every Internet user. Due to its characteristics, wireless communication is exposed to attacks due to the way they are sent, and there is a possibility of intercepting information.Full article
Review Article
Classification and Analysis of Recommender Systems
International Journal of Mathematical, Engineering, Biological and Applied Computing
2022,
1(1),
17-21.
DOI: 10.31586/ijmebac.2022.331
Abstract
Recently recommender systems are developed for a wide variety of applications. This article focuses on the applications, real-world examples, types, and analysis of various recommender systems.
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Recently recommender systems are developed for a wide variety of applications. This article focuses on the applications, real-world examples, types, and analysis of various recommender systems.Full article
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Case Study
Studies on System Identification of Multiple Input Multiple Output (MIMO) Water Tank
International Journal of Mathematical, Engineering, Biological and Applied Computing
2022,
1(1),
30-39.
DOI: 10.31586/ijmebac.2022.323
Abstract
In this study, the system identification of a multiple input multiple-output (MIMO) water tank has been investigated. The given experimental system is a first-order system. Its transfer function was evaluated and the time constant was predicted. Once the parameters of the transfer functions (delay, gain, and time constant) were determined
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In this study, the system identification of a multiple input multiple-output (MIMO) water tank has been investigated. The given experimental system is a first-order system. Its transfer function was evaluated and the time constant was predicted. Once the parameters of the transfer functions (delay, gain, and time constant) were determined for each step input. This model each of the step responses using MatLab’s Simulink. These simulated responses were then compared to the observed experimental responses.Full article
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Technical Note
Graph Coloring Solutions to Queen Graphs
International Journal of Mathematical, Engineering, Biological and Applied Computing
2022,
1(1),
40-41.
DOI: 10.31586/ijmebac.2022.335
Abstract
Graph coloring, an NP-complete problem is used in many real-world applications. The minimum color, that is, the chromatic number of a connected graph is determined using different soft computing strategies. This article gives some of the solutions obtained for queen graphs using evolutionary methods.
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Graph coloring, an NP-complete problem is used in many real-world applications. The minimum color, that is, the chromatic number of a connected graph is determined using different soft computing strategies. This article gives some of the solutions obtained for queen graphs using evolutionary methods.Full article
Mini Review
Create a Book Recommendation System using Collaborative Filtering
International Journal of Mathematical, Engineering, Biological and Applied Computing
2022,
1(1),
44-46.
DOI: 10.31586/ijmebac.2022.341
Abstract
One of the most important applications of data science is the recommendation system. Every organization requires a good recommendation system to express a large range of items. This research focuses on the creation of a book recommender system using collaborative filtering.
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One of the most important applications of data science is the recommendation system. Every organization requires a good recommendation system to express a large range of items. This research focuses on the creation of a book recommender system using collaborative filtering.Full article
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Mini Review
Recommender System for Movielens Datasets using an Item-based Collaborative Filtering in Python
International Journal of Mathematical, Engineering, Biological and Applied Computing
2022,
1(1),
42-43.
DOI: 10.31586/ijmebac.2022.340
Abstract
Everyone likes movies irrespective of color, gender, age, location, and race. The most important thing is how the users are getting our unique combinations of choices concerning the preferences of the movies. This article focuses on the creation of a movie recommendation system using item-based collaborative filtering.
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Everyone likes movies irrespective of color, gender, age, location, and race. The most important thing is how the users are getting our unique combinations of choices concerning the preferences of the movies. This article focuses on the creation of a movie recommendation system using item-based collaborative filtering.Full article
Mini Review
Role of Electronic Components in Computing
International Journal of Mathematical, Engineering, Biological and Applied Computing
2022,
1(1),
47-48.
DOI: 10.31586/ijmebac.2022.336
Abstract
Electronics and computer engineering is a scientific and technical field in which electronic and computer systems are studied and their use. They are related to the technical professions within which electronic devices, systems, and computer programs are realized. The past half-century has been greatly marked by the development of electronics,
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Electronics and computer engineering is a scientific and technical field in which electronic and computer systems are studied and their use. They are related to the technical professions within which electronic devices, systems, and computer programs are realized. The past half-century has been greatly marked by the development of electronics, computing, and their application in communications, medicine, and industry. This field has become the fundamental technical infrastructure of modern society. Today, there is almost no electronic device that does not use an electronic computer, and there is also not a single computer that is almost exclusively made of electronic components. This article explores the need for electronic components in digital computing.Full article
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ISSN: 2832-5273
DOI prefix: 10.31586/ijmebac
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