Integration of software-based cognitive approaches and brain-like computer machinery for efficient cognitive computing
The widespread adoption of the Internet has transformed various industries, driving significant systemic reforms across different sectors. This transformation has enhanced the Internet's role in information dissemination, resource sharing, and global connectivity, allowing for more efficient di...
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| Format: | Article |
| Language: | English |
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Elsevier
2025-06-01
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| Series: | Neuroscience Informatics |
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| Online Access: | http://www.sciencedirect.com/science/article/pii/S2772528625000093 |
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| author | Chitrakant Banchhor Manoj Kumar Rawat Rahul Joshi Dharmesh Dhabliya Omkaresh Kulkarni Sandeep Dwarkanath Pande Umesh Pawar |
| author_facet | Chitrakant Banchhor Manoj Kumar Rawat Rahul Joshi Dharmesh Dhabliya Omkaresh Kulkarni Sandeep Dwarkanath Pande Umesh Pawar |
| author_sort | Chitrakant Banchhor |
| collection | DOAJ |
| description | The widespread adoption of the Internet has transformed various industries, driving significant systemic reforms across different sectors. This transformation has enhanced the Internet's role in information dissemination, resource sharing, and global connectivity, allowing for more efficient distribution of knowledge and services. The development of the Internet model and its research bring significant benefits from the network, enabling people to use and learn from it. However, the traditional education model provides only limited knowledge, restricting growth and progress. Moreover, there is a vast world of knowledge yet to be explored. Nowadays, with the help of network tools, people can understand the dynamics of the whole world and accept the culture and knowledge of different regions without going out. Throughout the study of English legacy problems in various countries, efficient learning methods and high levels of English skills are the goals pursued, while the traditional English model can't meet the students' learning needs in a short time. The model construction of data mining algorithm based on large open network courses is a model for solving legacy problems adopted both domestically and internationally. According to the survey data of universities in various countries, the use of data mining algorithm can fundamentally meet the student's desire and demand for English knowledge. This research, integrates the mining algorithm into English research, which will essentially improve the English legacy problems. |
| format | Article |
| id | doaj-art-236f017c6a914f02aed91f59be8e9d12 |
| institution | OA Journals |
| issn | 2772-5286 |
| language | English |
| publishDate | 2025-06-01 |
| publisher | Elsevier |
| record_format | Article |
| series | Neuroscience Informatics |
| spelling | doaj-art-236f017c6a914f02aed91f59be8e9d122025-08-20T01:52:44ZengElsevierNeuroscience Informatics2772-52862025-06-015210019410.1016/j.neuri.2025.100194Integration of software-based cognitive approaches and brain-like computer machinery for efficient cognitive computingChitrakant Banchhor0Manoj Kumar Rawat1Rahul Joshi2Dharmesh Dhabliya3Omkaresh Kulkarni4Sandeep Dwarkanath Pande5Umesh Pawar6Computer Science & Engg. (AI) Department, Vishwakarma Institute of Information Technology, Pune, IndiaMedicaps university, Indore, IndiaCSE Department, Symbiosis Institute of Technology Pune, Symbiosis International (Deemed University) Pune, Maharashtra, IndiaDepartment of Information Technology, Vishwakarma Institute of Technology, Pune, Maharashtra, IndiaComputer Science & Engg. (AIML) Department, Vishwakarma Institute of Information Technology, Pune, IndiaSchool of Computer Engineering, MIT, Academy of Engineering, Alandi, Pune, Maharashtra, India; Corresponding author.School of Computer Science and Engineering, Sandip University, Nashik, MS, IndiaThe widespread adoption of the Internet has transformed various industries, driving significant systemic reforms across different sectors. This transformation has enhanced the Internet's role in information dissemination, resource sharing, and global connectivity, allowing for more efficient distribution of knowledge and services. The development of the Internet model and its research bring significant benefits from the network, enabling people to use and learn from it. However, the traditional education model provides only limited knowledge, restricting growth and progress. Moreover, there is a vast world of knowledge yet to be explored. Nowadays, with the help of network tools, people can understand the dynamics of the whole world and accept the culture and knowledge of different regions without going out. Throughout the study of English legacy problems in various countries, efficient learning methods and high levels of English skills are the goals pursued, while the traditional English model can't meet the students' learning needs in a short time. The model construction of data mining algorithm based on large open network courses is a model for solving legacy problems adopted both domestically and internationally. According to the survey data of universities in various countries, the use of data mining algorithm can fundamentally meet the student's desire and demand for English knowledge. This research, integrates the mining algorithm into English research, which will essentially improve the English legacy problems.http://www.sciencedirect.com/science/article/pii/S2772528625000093Multiple intelligences theoryEnglish learningData mining algorithmsLegacy problems |
| spellingShingle | Chitrakant Banchhor Manoj Kumar Rawat Rahul Joshi Dharmesh Dhabliya Omkaresh Kulkarni Sandeep Dwarkanath Pande Umesh Pawar Integration of software-based cognitive approaches and brain-like computer machinery for efficient cognitive computing Neuroscience Informatics Multiple intelligences theory English learning Data mining algorithms Legacy problems |
| title | Integration of software-based cognitive approaches and brain-like computer machinery for efficient cognitive computing |
| title_full | Integration of software-based cognitive approaches and brain-like computer machinery for efficient cognitive computing |
| title_fullStr | Integration of software-based cognitive approaches and brain-like computer machinery for efficient cognitive computing |
| title_full_unstemmed | Integration of software-based cognitive approaches and brain-like computer machinery for efficient cognitive computing |
| title_short | Integration of software-based cognitive approaches and brain-like computer machinery for efficient cognitive computing |
| title_sort | integration of software based cognitive approaches and brain like computer machinery for efficient cognitive computing |
| topic | Multiple intelligences theory English learning Data mining algorithms Legacy problems |
| url | http://www.sciencedirect.com/science/article/pii/S2772528625000093 |
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