Simulation of pair programming using multi-agent and MBTI personality model

Noori, Fatemeh; Kazemifard, Mohammad

doi:10.1109/cogsci.2015.7426665

Cited by 10 publications

(2 citation statements)

References 16 publications

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“…The Myers-Briggs Type Indicator (MBTI) is a theory based on the personality profile using a questionnaire to identify psychological differences between individuals' perception of the environment and decision-making skills [4]. Personality type in MBTI is examined by identifying an individual preference based on four pairs of opposite preferences (Extrovert/ Introvert, Sensing/iNtuition, Thinking/ Feeling, and Perceiving/Judging), and MBTI describes how the personality type interacts with others and their environment [5]. MBTI contains many attributes that can classify a person in several personality types [6].…”

Section: Introductionmentioning

confidence: 99%

A proposed method for handling an imbalance data in classification of blood type based on Myers-Briggs type indicator

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Husaini

Akbar

et al. 2020

Jurnal Teknologi dan Sistem Komputer

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Blood type still leads to an assumption about its relation to some personality aspects. This study observes preprocessing methods for improving the classification accuracy of MBTI data to determine blood type. The training and testing data use 250 data from the MBTI questionnaire answers given by 250 respondents. The classification uses the k-Nearest Neighbor (k-NN) algorithm. Without preprocessing, k-NN results in about 32 % accuracy, so it needs some preprocessing to handle data imbalance before the classification. The proposed preprocessing consists of two-stage, the first stage is the unsupervised resample, and the second is the supervised resample. For the validation, it uses ten cross-validations. The result of k-Nearest Neighbor classification after using these proposed preprocessing stages has finally increased the accuracy, F-score, and recall significantly.

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Section: Introductionmentioning

confidence: 99%

A proposed method for handling an imbalance data in classification of blood type based on Myers-Briggs type indicator

Akbar

Husaini

Akbar

et al. 2020

Jurnal Teknologi dan Sistem Komputer

View full text Add to dashboard Cite

show abstract

“…The results from Noori and Kazemifard (2015) showed that personality plays a role in the formation and utility of a pair. E.g., when the expertise of both individuals in the duo is high, the best pairing is introvert-extrovert.…”

Section: 2mentioning

confidence: 99%