User Profiling for University Recommender System Using Automatic Information Retrieval

Kanoje, Sumitkumar; Mukhopadhyay, Debajyoti; Girase, Sheetal

doi:10.1016/j.procs.2016.02.002

Cited by 19 publications

(14 citation statements)

References 10 publications

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“…According to [3] [15], Profiling can be defined as the 'process of Extracting, Integrating and Identifying the keywordbased information, in order to produce a structured Profile, and visualize the knowledge outside of these results. It's a major concept for retrieving the user pertinent information and solving difficult problems of a recommender system, such as items classification according to an individual's interest.…”

Section: Student Profilementioning

confidence: 99%

“…It's a major concept for retrieving the user pertinent information and solving difficult problems of a recommender system, such as items classification according to an individual's interest. [3].…”

Section: Student Profilementioning

confidence: 99%

“…Its anticipation and success are among the factors that explain the essential differences in standards of living between different countries. Recently Romer, Lucas, Mankiw have shown that education is the engine of economic growth [2]: In [3], the author shows that education is the basic need of every individual. Nowadays, anyone is concerned about selecting the right institution, that suits better his choices and interests.…”

Section: Introductionmentioning

confidence: 99%

“…In making these decisions, individuals must consult a large number of physical records and institutional perspectives. To make the right decision becomes a hard mission for them [3].…”

Section: Introductionmentioning

confidence: 99%

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Career Recommendation System for Scientific Students Based on Ontologies

Abdellah¹,

Karim²

2019

Adv. sci. technol. eng. syst. j.

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Students are usually unaware of their own skills. They choose to follow the trend, rather than the proper pathway. Which negatively affects the professional sector, and the development of the country. Orienting students, and guiding them would offer considerable benefits. Building the appropriate student's profiles is the golden key for an accurate orientation. To do so, relying on the simple use of the grade point average (GPA) will not be sufficient, and mislead the guidance. Instead, studying their personality and skills has to be done, in order to provide them with their reel orientation. The presented solution aims to orient students to the most suitable career, based on a mathematical model, valid for all education systems, and takes into account the trades trends and students capabilities.

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Section: Student Profilementioning

confidence: 99%

Section: Student Profilementioning

confidence: 99%

Section: Introductionmentioning

confidence: 99%

“…In making these decisions, individuals must consult a large number of physical records and institutional perspectives. To make the right decision becomes a hard mission for them [3].…”

Section: Introductionmentioning

confidence: 99%

See 2 more Smart Citations

Career Recommendation System for Scientific Students Based on Ontologies

Abdellah¹,

Karim²

2019

Adv. sci. technol. eng. syst. j.

View full text Add to dashboard Cite

show abstract

“…Often this information is gathered into the profile through something explicit, like a questionnaire that is completed before recommendations can be made [35]. The problem has also been solved through user profiling systems that pull information about the user from social media [26]. Without probing the user for more information, the recommender is left with only two options: the recommender can determine user influences through inferring from behavioral data, or the recommender can assume every user is the same and use weights that are predetermined by the programmer and hard coded into the software.…”

Section: Content-based Recommendationmentioning

confidence: 99%