参考文献・謝辞#

書籍#

参考文献#

AO36

Gordon W. Allport and Henry S. Odbert. Trait-names: a psycho-lexical study. Psychological Monographs, 47(1):1–171, 1936.

Bec09

Nathaniel Beck. Ols in matrix form. 2009. URL: https://web.stanford.edu/~mrosenfe/soc_meth_proj3/matrix_OLS_NYU_notes.pdf.

Cat43

Raymond B. Cattell. The description of personality: basic traits resolved into clusters. Journal of Abnormal and Social Psychology, 38(4):476–506, 1943.

Das08

Sanjoy Dasgupta. Cse 291: unsupervised learning: lecture 7 — spectral methods. 2008. URL: https://cseweb.ucsd.edu/~dasgupta/291-unsup/lec7.pdf.

Gol82

Lewis R. Goldberg. From ace to zombie: some explorations in the language of personality. Advances in personality assessment, 1:203–234, 1982.

Gol92

Lewis R. Goldberg. The development of markers for the big-five factor structure. Psychological assessment, 4(1):26–42, 1992.

Llo82

Stuart P. Lloyd. Least squares quantization in pcm. IEEE Transactions on Information Theory, 28:129–136, 1982.

LHT+17

Min-Tzu Lo, David A Hinds, Joyce Y Tung, Carol Franz, Chun-Chieh Fan, Yunpeng Wang, Olav B Smeland, Andrew Schork, Dominic Holland, Karolina Kauppi, Nilotpal Sanyal, Valentina Escott-Price, Daniel J Smith amd Michael O'Donovan, Hreinn Stefansson, Gyda Bjornsdottir, Thorgeir E Thorgeirsson, Kari Stefansson, Linda K McEvoy, Anders M Dale, Ole A Andreassen, and Chi-Hua Chen. Genome-wide analyses for personality traits identify six genomic loci and show correlations with psychiatric disorders. Nature Genetics, 49:152–156, 2017.

Mac67

James B. MacQueen. Some methods for classification and analysis of multivariate observations. In Proceedings of 5th Berkeley Symposium on Mathematical Statistics and Probability, volume 1, 281–297. 1967.

MNV12

Meena Mahajan, Prajakta Nimbhorkar, and Kasturi Varadarajan. The planar k-means problem is np-hard. Theoretical Computer Science, 442:13–21, 2012. URL: https://doi.org/10.1016/j.tcs.2010.05.034.

Nie19

Michael Nielsen. A visual proof that neural nets can compute any function. 2019. URL: http://neuralnetworksanddeeplearning.com/chap4.html.

Nor63

Warren T. Norman. Toward an adequate taxonomy of personality attributes: replicated factor structure in peer nomination personality ratings. Journal of Abnormal and Social Psychology, 66(6):574––583, 1963.

Sra18

Suvrit Sra. Lecture 25: stochastic gradient descent. matrix methods in data analysis, signal processing, and machine learning. MIT OpenCourseWare, 2018. URL: https://ocw.mit.edu/courses/mathematics/18-065-matrix-methods-in-data-analysis-signal-processing-and-machine-learning-spring-2018/video-lectures/lecture-25-stochastic-gradient-descent/.

Str19

Gilbert Strang. Linear Algebra and Learning from Data. Wellesley-Cambridge Press, 2019.

Win10

Patrick Winston. 16. learning: support vector machines (in lecture of mit 6.034 artificial intelligence, fall 2010). 2010. URL: https://jakevdp.github.io/PythonDataScienceHandbook/05.07-support-vector-machines.html.

12

小塩真司, 阿部晋吾, and カトローニ・ピノ. 日本語版ten item personality inventory (tipi-j) 作成の試み. パーソナリティ研究, pages 40–52, 2012.