Recommendation systems: Algorithms, challenges, metrics, and business opportunities

Z Fayyaz, M Ebrahimian, D Nawara, A Ibrahim… - applied sciences, 2020 - mdpi.com
Recommender systems are widely used to provide users with recommendations based on
their preferences. With the ever-growing volume of information online, recommender …

Multimodal trust based recommender system with machine learning approaches for movie recommendation

SS Choudhury, SN Mohanty, AK Jagadev - International Journal of …, 2021 - Springer
Recommender system (RS) are a type of suggestion to the information overload problem
suffered by user of websites that allow the rating of particular item. The movie RS are one of …

An e-commerce recommendation system based on dynamic analysis of customer behavior

FT Abdul Hussien, AMS Rahma, HB Abdulwahab - Sustainability, 2021 - mdpi.com
The technological development in the devices and services provided via the Internet and the
availability of modern devices and their advanced applications, for most people, have led to …

Crop recommendation system: A review

V Sharma, S Vats, P Rawat, M Bajaj - Automation and …, 2023 - taylorfrancis.com
Crop recommendation system is an emerging system that is being used in the agricultural
sector. It is used to provide a better guide to the farmers regarding the method of cultivation …

Analysis of crop prediction models using data analytics and ML techniques: a review

SD Shingade, RP Mudhalwadkar - Multimedia Tools and Applications, 2024 - Springer
One of the essential fields contributing to a nation's development is Agriculture. An efficient
recommendation of crops is essential for strategic plan determination in the agricultural …

Hybrid deep‐Q Elman neural network for crop prediction and recommendation based on environmental changes

SD Shingade, RP Mudhalwadkar - … and computation: Practice …, 2022 - Wiley Online Library
Crop recommendation is a potential research topic that relies on environmental conditions
such as temperature, humidity, rainfall, and soil pH to identify suitable crops for cultivation …

The use of a Mamdani-type fuzzy model for assessing the performance of a boom stabilization systems in a field sprayer

Z Kaliniewicz, P Szczyglak, A Lipiński, P Markowski… - Scientific Reports, 2023 - nature.com
Fuzzy logic models are increasingly used to control simple and complex devices, as well as
entire operating systems. In this study, a fuzzy logic model was applied to assess the …

[HTML][HTML] An Analysis of learners' affective and cognitive traits in Context-Aware Recommender Systems (CARS) using feature interactions and Factorization Machines …

A Chanaa - Journal of King Saud University-Computer and …, 2022 - Elsevier
Abstract Massive Open Online Courses (MOOCs) have witnessed a fast emergence in
recent years thanks to their open and massive nature. A huge number of learners with …

Sensor information‐based crop recommendation system using machine learning for the fertile regions of Maharashtra

SD Shingade, RP Mudhalwadkar - … and Computation: Practice …, 2023 - Wiley Online Library
Agriculture is the major backbone of India. Therefore, the crop recommendation system is
important for the farmers and the country as it reflects the country's economic growth. The …

Hybrid extreme learning machine based bidirectional long short‐term memory for crop prediction

SD Shingade, RP Mudhalwadkar - … and Computation: Practice …, 2023 - Wiley Online Library
This article introduces a new crop prediction method using hybrid machine learning (ML)
and deep learning (DL) models. The proposed model comprises four phases: data …