Slide 23
Slide 23 text
ൺֱख๏
ུশ Ҿ༻ ৄࡉ
ϥϓϥγΞϯݻ༗
Ϛοϓ๏
LE
Belkin and Niyogi
2003
εϖΫτϧϕʔεͷຒΊࠐΈख๏ɻ
DP-Spectral ͱͷҧ͍ɺྨࣅߦྻͷߏங๏ํ๏
Deep Walk DW
Perozzi, Al-Rfou,
and Skiena
2014
skip-gram Ϟσϧʹجͮ͘ຒΊࠐΈɻ֤͔Β10ݸͷϥϯ
μϜΥʔΫྻʢྻ:40ʣΛੜ͢Δɻ
DP-Walker ͱͷҧ͍ɺભҠ͕֬Ұ༷Ͱ͋Δ͜ͱ
ఏҊख๏1 DP-Spectral - LE + ྨࣅߦྻʹ࣍േଇΛద༻
ఏҊख๏2 DP-Walker - DW + ϥϯμϜΥʔΫͷભҠ֬ʹ࣍േଇΛద༻
શख๏ڞ௨ͯ͠ɺຒΊࠐΈ࣍ݩΛ࠾༻