Smartphoneベース旅行者参加型センシングシステムにより収集した主観的観光情報のGHSOMによる分類と知識獲得-広島県観光マップの開発と観光情報の分析-

URI http://harp.lib.hiroshima-u.ac.jp/pu-hiroshima/metadata/10238
File
Title
Smartphoneベース旅行者参加型センシングシステムにより収集した主観的観光情報のGHSOMによる分類と知識獲得-広島県観光マップの開発と観光情報の分析-
Author
氏名 市村 匠
ヨミ イチムラ タクミ
別名 Ichimura Takumi
Abstract

Located in Hiroshima, which is remote from big cities, it is well-known widely as a sightseeing
spot of World Heritage Site. A mobile phone participatory sensing system in tourist subjective data
collection has been developed with Android smartphone. In order to analyze the subjective data, we use
the Growing Hierarchical SOM and our proposed variant methods. One is the control method of the
growing degree by pruning off the redundant branch of hierarchy. The other is the local reclassification
based on human intuitive in the Android interface tool. In this paper, we classified the subjective data by
interactive GHSOM and extracted knowledge related to Hiroshima sight seeing spot by C4.5.

Journal Title
第13回自己組織化マップ(SOM)研究会2012講演論文集
Published Date
2012-03-19
Publisher
自己組織化マップ(SOM)研究会
Contributor
市村, 匠
Language
jpn
NIIType
Conference Paper
Text Version
著者版
Old URI
Set
pu-hiroshima