Sistem Rekomendasi Profesi Berdasarkan Dimensi Big Five Personality Menggunakan Fuzzy Inference System Tsukamoto

Sistem rekomendasi dapat dimanfaatkan sebagai alat bantu untuk pengambilan keputusan. Pada sebuah perusahaan, sistem rekomendasi profesi bisa digunakan untuk menempatkan seorang karyawan pada posisi yang tepat. Pada penelitian ini diusulkan sistem rekomendasi profesi berdasarkan Big Five Personality traits yang meliputi Extraversion, Aggreableness, Conscentiousness, Neuroticm, dan Opennes. Input yang digunakan ialah parameter dimensi Big Five Personality yang dirumuskan oleh John. Metode yang digunakan adalah Fuzzy Inference System (FIS) Tsukamoto. Keakuratan sistem dihitung dengan membandingkan output sistem dengan dengan acuan Top Ranked Personality - Based Work Styles for 22 Job Families yang menghasilkan nilai akurasi sebesar 63%.AbstractRecommendation systems can be used as a tool for decision making. In a company, a professional recommendation system can be used to place an employee in the right position. In this study proposed system of professional recommendation based on Big Five Personality traits which includes Extraversion, Aggreableness, Conscentiousness, Neuroticm, and Opennes. The input used is the Big Five Personality dimension parameter formulated by John. The method used is Fuzzy Inference System (FIS) Tsukamoto. The accuracy of the system is calculated by comparing the output of the system with the reference Top Personality - Based Work Styles for 22 Job Families that produce an accuracy score of 63%.

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PersoNet: Friend Recommendation System Based on Big-Five Personality Traits and Hybrid Filtering

IEEE Transactions on Computational Social Systems ◽

10.1109/tcss.2019.2903857 ◽

2019 ◽

Vol 6 (3) ◽

pp. 394-402 ◽

Cited By ~ 5

Author(s):

Huansheng Ning ◽

Sahraoui Dhelim ◽

Nyothiri Aung

Keyword(s):

Personality Traits ◽

Big Five ◽

Recommendation System ◽

Big Five Personality Traits ◽

Big Five Personality ◽

Hybrid Filtering ◽

Friend Recommendation

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Intelligence and Personality

Journal of Individual Differences ◽

10.1027/1614-0001/a000311 ◽

2020 ◽

Vol 41 (3) ◽

pp. 124-132

Author(s):

Marc-André Bédard ◽

Yann Le Corff

Keyword(s):

Personality Traits ◽

Big Five ◽

Real Life ◽

Big Five Personality Traits ◽

Original Study ◽

Life Assessment ◽

Big Five Personality ◽

Verbal Intelligence ◽

Nonverbal Intelligence ◽

French Canadian

Abstract. This replication and extension of DeYoung, Quilty, Peterson, and Gray’s (2014) study aimed to assess the unique variance of each of the 10 aspects of the Big Five personality traits ( DeYoung, Quilty, & Peterson, 2007 ) associated with intelligence and its dimensions. Personality aspects and intelligence were assessed in a sample of French-Canadian adults from real-life assessment settings ( n = 213). Results showed that the Intellect aspect was independently associated with g, verbal, and nonverbal intelligence while its counterpart Openness was independently related to verbal intelligence only, thus replicating the results of the original study. Independent associations were also found between Withdrawal, Industriousness and Assertiveness aspects and verbal intelligence, as well as between Withdrawal and Politeness aspects and nonverbal intelligence. Possible explanations for these associations are discussed.

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Personality of Clown Doctors

Journal of Individual Differences ◽

10.1027/1614-0001/a000187 ◽

2016 ◽

Vol 37 (1) ◽

pp. 49-55 ◽

Cited By ~ 5

Author(s):

Alberto Dionigi

Keyword(s):

General Population ◽

Personality Traits ◽

Big Five ◽

Normal Population ◽

Big Five Personality Traits ◽

Published Data ◽

Big Five Personality

Abstract. In recent years, both professional and volunteer clowns have become familiar in health settings. The clown represents a peculiar humorist’s character, strictly associated with the performer’s own personality. In this study, the Big Five personality traits (BFI) of 155 Italian clown doctors (130 volunteers and 25 professionals) were compared to published data for the normal population. This study highlighted specific differences between clown doctors and the general population: Clown doctors showed higher agreeableness, conscientiousness, openness, and extraversion, as well as lower neuroticism compared to other people. Moreover, specific differences emerged comparing volunteers and professionals: Professional clowns showed significantly lower in agreeableness compared to their unpaid colleagues. The results are also discussed with reference to previous studies conducted on groups of humorists. Clowns’ personalities showed some peculiarities that can help to explain the facility for their performances in the health setting and that are different than those of other groups of humorists.

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