scholarly journals Machine Learning base Student Future Orientation and Recommendation System

2021 ◽  
pp. 482-487
Author(s):  
Poonam Parate ◽  
Mukesh Barapatre ◽  
Harish Kalode ◽  
Shruti Harkut ◽  
Shivam Kamdi ◽  
...  
Keyword(s):  
Career Paths ◽  
Recommendation System ◽  
Future Orientation ◽  
Educational Policies ◽  
Career Selection ◽  
Academic Credit ◽  
Credit Score ◽  
Career Option ◽  
Career Options ◽  
Selection Of

As students are rummaging their academics and pursuing their interested courses, they need to assess their capabilities and identify their interests in understanding during which career area their interests and abilities will put them in. With the rise in the number of career paths and opportunities, making this decision has become quite tricky for scholars. In keeping with the survey conducted by the Council of Scientific and Industrial Research (CSIR), about 40% of scholars are confused about their career options. This could result in wrong career selection, so working in a field that wasn't meant for them reduces human resource productivity. This project proposes feasible predictions for students' field selection supported by their marks and selection of interest. The system would recommend the scholar a career option that helped their personality trait, interest, and capacity to require up the course. This technique provides students with many career options per their part, self-talent, memorizing power, and most vital per their academic credit score. This technique generates a credit score supported by new government educational policies, helping students settle on correct streams for the longer-term career path.

scholarly journals Student Future Prediction Using Machine Learning

2019 ◽  
pp. 1104-1108
Author(s):  
Dileep Chaudhary ◽  
Harsh Prajapati ◽  
Rajan Rathod ◽  
Parth Patel ◽  
Rajiv Kumar Gurjwar
Keyword(s):  
Machine Learning ◽  
High Schools ◽  
Human Resource ◽  
Personality Trait ◽  
Career Paths ◽  
Web Application ◽  
Career Selection ◽  
Career Option ◽  
Future Prediction ◽  
Career Options

Selecting an appropriate career is one of the most important decisions and with the increase in the number of career paths and opportunities, making this decision have become quite difficult for the students. According to the survey conducted by the Council of Scientific and Industrial Research's (CSIR), about 40% of students are confused about their career options. This may lead to wrong career selection and then working in a field which was not meant for them, thus reducing the productivity of human resource. Therefore, it is quite important to take a right decision regarding the career at an appropriate age to prevent the consequences that results due to wrong career selection. This system is a web application that would help students studying in high schools to select a course for their career. The system would recommend the student, a career option based on their personality trait, interest and their capacity to take up the course.

scholarly journals Analysis of Factors that Influence Accounting Students Choose Career As A Public Accountant

2020 ◽  
Vol 8 (1) ◽  
pp. 19-26
Author(s):  
Fu'at Hasim ◽  
Novi Darmayanti ◽  
Alfian Manaf Dientri
Keyword(s):  
Social Values ◽  
Accounting Students ◽  
Primary Data ◽  
Public Accounting ◽  
Career Selection ◽  
Initial Stage ◽  
College Career ◽  
Career Options ◽  
Selection Of ◽  
Public Accountant

The selection of a career for students of accounting was the initial stage of the establishment of a career. After completion of the period of study College, career options for graduates in accounting not addressed only on the accounting profession but there were also other options for a career. There were several factors that affect students' career selection accounting for a career in public accounting. A sample of 115 students accounting for UNISDA and UNISLA. Methods of analysis used was logistic regression with SPSS version 22. The type of data being used was the primary data obtained from the questionnaire respondents. From the results of testing hypotheses obtained that the factors of financial rewards and social values significantly influential partially against the interest of the students in the choosing a career as a public accountant.

Music Therapy Knowledge and Interest: A Survey of Music Education Majors

2020 ◽  
Vol 57 (4) ◽  
pp. 455-474
Author(s):  
Lori F Gooding ◽  
D Gregory Springer
Keyword(s):  
Music Education ◽  
Music Therapy ◽  
Music Teachers ◽  
Degree Programs ◽  
Education Majors ◽  
Education Students ◽  
Career Option ◽  
Key Factor ◽  
Career Options ◽  
Music Education Majors

Abstract Music teachers play an important role in exposing students to career options in the field of music. As a result, there is a need to explore music education students’ interest in and knowledge of music therapy. The purpose of this study was to investigate music education students’ exposure to, knowledge of, and willingness to promote music therapy as a career option for prospective collegiate students. A survey was given to 254 music education majors from four research institutions, two with and two without music therapy degree programs. Participants answered demographic, yes/no, Likert-type scale, and open-ended questions about their exposure to, knowledge of, and willingness to promote careers in music therapy. Results indicate that exposure to music therapy occurred in both pre-collegiate and college settings, and that music teachers appear to be influential in exposing students to music therapy. Students often sought out information on music therapy independently, which played an important role in how individuals learned about music therapy, though it has the potential of providing misinformation. Significant differences were found in participants’ knowledge and willingness to promote music therapy as a career option based on the presence of music therapy degree programs. Exposure seemed to be a key factor in music therapy knowledge and promotion; thus, music therapists need to ensure accurate dissemination of music therapy-related information in both pre-collegiate and college settings. Increasing the visibility of the field has the potential to expand interest and potentially attract young musicians well suited for a career in music therapy.

A Case Based Reasoning System For Recommendation Of Restaurant In Jimbaran Using K-Nearest Neighbor

2020 ◽  
Vol 9 (2) ◽  
pp. 267
Author(s):  
I Gede Teguh Mahardika ◽  
I Wayan Supriana
Keyword(s):  
Recommendation System ◽  
Nearest Neighbor ◽  
Case Based Reasoning ◽  
Retrieval Process ◽  
K Nearest Neighbor ◽  
Reasoning System ◽  
Human Ability ◽  
And Function ◽  
Case Based ◽  
Selection Of

Culinary is one of the favorite businesses today. The number of considerations to choose a restaurant or place to visit becomes one of the factors that is difficult to determine the restaurant or place to eat. To get the desired place to eat advice, one needs a recommendation system. Decisions made by the recommendation system can be used as a reference to determine the choice of restaurants. One method that can be used to build a recommendation system is Case Based Reasoning. The Case Based Reasoning (CBR) method mimics human ability to solve a problem or cases. The retrieval process is the most important stage, because at this stage the search for a solution for a new case is carried out. The study used the K-Nearest Neighbor method to find closeness between new cases and case bases. With the selection of features used as domains in the system, the results of recommendations presented can be more suggestive and accurate. The system successfully provides complex recommendations based on the type and type of food entered by the user. Based on blackbox testing, the system has features that can be used and function properly according to the purpose of creating the system.

The Selection of MOOCs While Planning a Career of an it Specialist in Russia

2021 ◽  
Vol 27 (2) ◽  
pp. 102-111
Author(s):  
S. M. Avdoshin ◽  
◽  
E. Y. Pesotskaya ◽  
D. M. Kuruppuge ◽  
◽  
...  
Keyword(s):  
Future Development ◽  
Recommendation System ◽  
Career Planning ◽  
User Requirements ◽  
It Professionals ◽  
Modern Approach ◽  
Skill Sets ◽  
Emerging Trends ◽  
Information And Communication ◽  
Selection Of

Digitalization, which has been so much talked about, contributes to the development of many industries in Russia and in the world, but at the same time dictates new requirements for digital personnel and their competencies. To keep pace with emerging trends and information technology and plan for future careers, information and communication technology (ICT) professionals should continually update their skill sets and develop new competencies with the help of the MOOC platforms that suggest appropriate courses. However, given the wide variety of platforms and courses, one can get confused about what to choose for the future development, which courses to take and what profession to follow. The authors conduct a research on user requirements, existing MOOC recommendation systems and their functions, and propose a recommendation system that allows users to select an existing MOOC platform based on assignments and skills for ICT career planning in Russia. The article proposes a modern approach that helps IT professionals plan their future development path based on MOOC recommendations corresponding to their development needs.

scholarly journals Recommendation System for Major University Determination Based on Student’s Profile and Interest

2017 ◽  
Vol 2 (1) ◽  
pp. 21-28 ◽  
Author(s):  
Desi Purwanti Kusumaningrum ◽  
Noor Ageng Setiyanto ◽  
Erwin Yudi Hidayat ◽  
Khafiizh Hastuti
Keyword(s):  
Recommendation System ◽  
Dropping Out ◽  
Prospective Students ◽  
National Education ◽  
Academic System ◽  
New Students ◽  
Education Statistics ◽  
Academic Information ◽  
The Relationship ◽  
Selection Of

Failure study on university students is one of the serious problems we face today. Data from the Centre for Education Statistics Research and Development of the Ministry of National Education Republic of Indonesia showed that the percentage of students graduate on time from 2001 to 2011 only reached 51.97%. In addition, cases of students dropping out at the beginning of the semester is also quite significant. One of the causes of failure of this study was the selection of major’s errors when applying to university. This study offers a selection subject recommendation system that builds on the profile data and student’s interest using the technique of Association Rule. Results of the rules of the relationship will then be matched with prospective students using questionnaires dynamic, so expect new students get recommendations more valid subject fit the profile and interest respectively. The system built on this research utilizes student data stored on the academic system of Dian Nuswantoro University. This model however can be adapted by all the universities that has a system of academic information. At the end of this system is expected to be used to minimize failures caused students study majors election mistakes

Career Counselling, Possible Selves and Changing Occupational Skill Requirements

1995 ◽  
Vol 4 (2) ◽  
pp. 40-42
Author(s):  
Ian Cornford
Keyword(s):  
Possible Selves ◽  
Career Counselling ◽  
Economic Changes ◽  
Career Selection ◽  
Skill Requirements ◽  
Required Courses ◽  
Incorrect Information ◽  
Occupational Skill ◽  
Selection Of

The concept of possible selves is important in understanding client selection of an occupation from a range of choices as well as the development of motivation for the successful pursuit of required courses of training or study in order to achieve employment. Recent changes to many jobs and skill requirements, stemming from technological and economic changes, mean that clients may bring with them beliefs and prejudices about occupations that are based upon incorrect information. Such beliefs have the potential to adversely affect the process of effective career selection and the development of concepts of possible selves that are close to reality. This article considers what career counsellors may do to facilitate clients' formulation of realistic conceptions of possible selves that accurately reflect actual, current occupational skill requirements.

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