3 Boiler PAF and System Commissioning Procedure-TöàtéëS+ǵ¼íTúĵ£¦sÅèsà¦t¦+t+ƒF¦âF»òµÄ¬µû+
8Y )X>:$29O$K'&? - GISA 地理情報システム学会¢>I4] ÷CO ¹µ xY ¹µþ ÅP ¹µû Ñ,6 ®...
-
Upload
vuongthien -
Category
Documents
-
view
217 -
download
1
Transcript of 8Y )X>:$29O$K'&? - GISA 地理情報システム学会¢>I4] ÷CO ¹µ xY ¹µþ ÅP ¹µû Ñ,6 ®...
�%�"#! ���GJ��DW-E�R@$/[L\�8Y���
)X>:$29O$K'&?�
Landscape Analysis of Kitano District in Kobe Based on Social Media
Kyohei NAKATANI, Shin YOSHIKAWA and Kazunari TANAKA
Abstract: In recent years, the number of people who are using the social media has been
increasing with the spread of smart devices. The utilization of positional big data attracts public
attention among others. In this study the authors are going to find the landscape characteristics of
Kitano in Kobe by analyzing various information based on the social media with GIS. In particular,
they are analyzing the relationship between the viewpoint and the object by extracting the main
object, the positional information and time included in the contribution data.
Keywords: s�p���wedǵsocial mediaǶǷŁƹǵlandscapeǶǷ½Ƈm��zvenf
xǵphotograph community siteǶ
��������
� a6ßJPDZĒƣŦĦǛŅ[]Ƿãæ·©Oǁ
ÚY¥ƥbNjƸ>D¨øY}�ǷĈéMLOĔǑ
Ů6ĔI\_ǷŭƒđMǗĊŁƹ6ĖĦ<_I7
DǸǏĎJPCOÍƅ5\ŁƹO®±6ƶƃ<_
I7I4]ǷM5JXƹµMLŁƹwof�NǞ
a^ǀǫ6ß¼JŢƂ<_I7I1^ǸʼnƌƗO
þDžãJ0^Ɛħ�ÊǙŻǣPǷ¨øãJ0]M
6\·ßƀNńÕMƹµãK>IƊ\_I1^Ǹ
ƐħŨ6ǜŨ>Ƿîß�DFPťĆş1Nƻ9\
_DăżãN¨ăbƓC2K>D6ǷǑĦ6ǝN
ÒaAă¨ã6�Lj>I1DǸC;JƐħOąĩ
N0^ŷàãċbîß�Xă¨J7^ǧăãK
>IţŶ@^;KKMGDǸ�
� COM5JXǷăżãN�ŽǏ8ǷąǴOġT
_D§ƪN0GDÊǙŊPǷï8Oîß�DFN
óT_ǷƓ¨>IŌDîß�KĽʼn�6ºNŵţ
b>I1DãæJ0^Ǹ�
� >5>ǷƐħ�ÊǙŻǣXǗĊÉOėǪbÐ9Ƿ
5HIîß�DF6ł\>I1D¨øPòa_
I1GD6Ƿ¨ŜDFOÆÃX0]Ƿ�ǖP°ö
<_ǷƹµãKMGDǸ�JPǷ¨øãK>IO
ğœbòaM1TTǷƹµãK>IƐħOžßĢ
ƨK12f��qbĖĦ@^ãæKMGI1^Ǹ�
� ʼnƌƗJPǷƐħ�ÊǙŻǣOãæůğbÅÙ
>M6\ǷãæOŁƹƀůěbĪIJ@^;KbƼ
UI1^Ǹ�
�
���QS�NM�CF�
��� ƌƗOƂƀ�
� Ɛħ�ÊǙŻǣPƹµr�ux6ǗĊO�NŬ
â>I4]ǷCOƹµ��xYƹµþDžPƹµû
Ñ,6ƮŸNŞù@^ǗĊØǔåOƹµãJ0
^ǸCO�JǷ�,6L;JƙFŘT]Ƿªbƶ
¢DŽĠč� /�������� ðǟĊľËðü ��� ���
� ðǟĈŕð÷ǡ� Ĉ÷ƌƗƑ� �
� ǗĊwof�Ĉ÷ÿĵ� �
� � '&���� � ���������
� ��%�!$��&�#�)�&!��!*!$�'!)����"(�
^O5ǷHT]ǷƹµûOÇÖbĪIJ@^;KPǷ
Łƹwof�bư2�JXǘƵM;KJ0^K
13^ǸƹµLJŪKŁƹLJŪKPǨČNýıMǞ
¯N0]ǷʼnƌƗJPãæOůğbÅÙ>DŁƹ
wof�K12ƹŬ5\Ɛħ�ÊǙŻǣO¿Ŏ�
ĪIJbƼU^Ǹ�
�� ƌƗOĺš�
� ǏĎJPr��x~h�Yt��uxƚňM
LOr��xw|frOŀÌN¦1Ƿtwitter Y
Facebook N Ʋ<_^s�p���wedOÀ
Ŷƭ6ì3I1^Ǹ
� C;JʼnƌƗJPǷƹµƭûOưÇbĪIJ@^
DWNs�p���wedbţŶ@^;KK>
DǸ½Ƈm��zvenfx5\ÊǙŻǣ¼JĴ
ė<_Dīƕ½Ƈw�tbÎǦ@^ǸÏĚ>Dī
ƕw�tbŁƹĈ÷ƀMƸŬ5\¿Ǭ>ǷGIS b
ţŶ@^;KJƸŬKþDžOƄ�Ǟ¯b¿Ŏ@
^Ǹ<\NãæOůğbÅÙ@^;KJǷ;Oã
æOŁƹƀůěOĪIJbƼU^Ǹ
���8YT4�Z7�
� ǗĊOf��qbĖĦ@^�JǷưĶËæN[
^ãæOëŻPģÙbĮDM1ǸC;JǷʼnƌƗ
JPǷÊǙãËb�ĜNØǍOŴëbXKNƌƗ
OþDžƞÝbùWI1^Ǹ
� ÊǙźPʲ6COTT¹ŹąƠKMGI1
^¨øãJ0^ǸÊǙź¼NP¥ƥƀĔǑŮ61
8HX0]ǷK8NC_\6Ǧ�>I1^ãË6
¥ƥƀĔǑŮƫ°öãËK>Iįù<_I1^Ǹ
� <\NǷÊǙźOîǷJR �üǯØǍYǯ5\
ÊǙźR�^äǕş1NX-ÊǙ.K12ÕÁ6
ƶ\_ǷØǍNXð7MėǪb�3I1^;K6
Ƭ3\_^ǸC;JʼnƌƗJPǷþDžãbÊǙŻ
ǣK>IǷCOƞÝbűƮNŞù>DǸ»©ƀN
PǷƱlj{ux��kNƉƂ>ǷÊǙRƦ8Ǽʼn
OäǕOõT]KM^ąĩďƩ[]ʲ5\ą
ǥTJǷōƴN41IPÊǙR�^äǕOM5J
ƴƚN0^xd��yş1ØǍǷōƚN0^�Ç
äş1ØǍOƞÝbÊǙãËNÅ3IÊǙŻǣ
K>ǷƌƗþDžãK>DǵÞ+ǹǶǸ
�
�
���/[L\�W*.3� �
� ÊǙãËOŁƹ¿ŎbưGDƌƗǵƛ¼S5Ƿ
2009ǶJPǷÊǙãËOƹµþDžNH1I¶ǎ�
ķúŧǁŒbư1�ŝOƹµr�uxbĪIJ>Ƿ
{ux��kƘǝ¿Ŏ5\úǥNï8Oƹµû
6ǐGI1^ǹHOƱljOĬ¾NĦÄ>I1^Ǹ
� ʼnƌƗJP}ulw�tK>IǏĎŢƂbŤ
QI1^§ƪĢèbŶ1ǷÊǙŻǣN49^ƹµ
ÇÖbǁŒ>I1^ǸţŶ>I1^w�tP½Ƈ
m��zvenfx Flickr []ÏĚ>Dīƕw�
tJ0^ǸFlickr PßǥƀM½Ƈm��zven
fxJï8O�,N«a_I1^Ǹ��� Ď � Ń
�Ľ5\��Ď �Ń �ĽTJNÊǙŻǣ¼JĴ
ė<_D �� ŐbÏĚ>DǸ�
�
��� ƹµr�uxOĪIJ
� ÏĚ>Dīƕw�tbǷ¥ƥƀĔǑŮ�ž�Ǯ
YƹµǧƾML5\ǁŒ>DƹµþDžKKXN
GIS �NƲƎ<BI1^ǸƤőbƶ^KǷ¸ǜž
�ǮOØǍJï8½Ƈ6Ĵė<_I1^;KP
XF`cJ0^6ǷÀŶ<_I1^Ʊlj{ux�
�kbĿ\5N@^;K6J7DǸǵÞ+ǺǶ
ÊǙź
ÊǙŻǣ
¥ƥƀĔ ǑŮƫ° öãË
¥ƥƀĔ ǑŮ
Þ+ǹ� ƌƗþDžƞÝ
����
�
���/[L\+�A; ��,P�
5Ǹ1� īƕ½ƇOǬåÉ
� ƹµû6½ƇbĴė@^K12ưÇPǷCOé
JĚ\_^ŁƹNDzÃbĤ?DDWJ0^KƬ
3^O6ôĕJ0^ǸC_bĪIJ@^DWNPǷ
īƕ<_D½ƇCOXObƶ^ĝƵ60^Ǹ�
� s�p���wedbŶ1IðÕēàOŁƹ
ŲDžb¿Ŏ>DƌƗǵðǙS5Ƿ2013ǶJPǷƹ
µÕĨJ0^ðÕēàJĴė<_D½ƇbǷþDž
OŰĥN[GI¿Ǭ>ǷCOĴėĺšN[GIē
à¼N49^ŁƹŲDžOĪIJbưGI1^Ǹ
� ʼnƌƗJPǷãĖNůěO0^ǗĊO�J½Ƈ
6Ĵė<_I1^DWǷĴė§ƪ6[]ǘƵMģ
ÙbXH;KKM^ǸC;JǷĴė<_D½Ƈb
ƸŬǵéǶNö@^5ǷþDžǵéǶNö@^
5O 2ƔǬN¿9IƬ3I1 ǵ̂Þ+3ǶǸƸŬǵéǶ
Nö@^XOPǠù<_DƸŬǵéǶJĚ\_
DŁƹJǷÔ?þDžbĴė>I1^XOJXCO
ƸŬǵéǶJM1KĚ\_M1ŁƹO;Kbį@Ǹ
þDžǵéǶNö@^XOPÔ�OþDžb<T=
TMƸŬ5\ƈWIĚ\_^ŁƹO;KJ0^Ǹ
ãæbDžě@^ƹµþDžJ0^ǭƶdzOǮb�
¬K>IÞ+4ǷÞ+5 NƎ@Ǹ
� Þ�� PÊǙźĐéK12ǜ9DéĨJǭƶdz
OǮbþDžK>IĴė<_I1^XOJǷþDž
ǵéǶNö>D½ƇJ0^ǸÞ+5 PÊǙñũü
ƐƏRKƯ^ǤŚb�6GDéĨ5\ƐħOŨ
KKXNþDžbĴė>DXOJ0^Ǹ;_PǷǭ
ƶdzOǮbƈW�`@;K6J7^ÊǙñũü
ƐƏOĸã¼JĚ\_^ŁƹJǷÔ?þDžbĴė
>I1^XOOǷƸŬǵéǶNö>D½ƇKM
^Ǹ;O[2N>IǷĴė<_D½Ƈb¿Ǭ@^
;KJCOéOůğbĀ7E@ĩ65]KM^Ǹ
�Ǹ� ¿Ǭ>D½ƇOůě
� ÊǙŻǣJPþDžǵéǶNö>D½Ƈ6śnj
ƀï8MGI1^ǸĕD]ÁJ0^6ǷCO�M
ƵÜK>IǷ¥ƥƀĔǑŮb×Vž�Ǯ6İ:\
_Ƿž�ǮOØǍNǦƖ>I1^³ÖN0^Ǹ
� >5>ǷƸŬǵéǶNö>D½ƇPǷCOƸ
ŬéJ>5Ě\_M1ŁƹK12ŋ£60^D
WǷķK>IPĂM1Ǹ>5>ǷƸŬǵéǶN
ö>D½ƇNXůěbƶH9^;K6J7DǸƸ
ŬǵéǶNö>D½ƇPůùO�ĉŬǖJï8Ƿ
ƱljƘǝ6Ĵė<_I1DǸ
ńÕÛŕĻƻ
¸ǜž�Ǯ�¥Ĕ Ǩ¸ǜž�Ǯ�¥Ĕ
j~g �rx�� ƳÒÛŕĻƻ
½ƇĴė�f�x
ǭƶdzOǮ
Þ+Ǻ� ƹµÇÖOĪIJ
Þ+3� ½ƇO¿Ǭ�
¬ǹ
¬Ǻ
Þ+�� ¬ 1 þDžöå� Þ+�� ¬ ƸŬöå
5� ¬ 2 ƸŬǵéǶö�
����
��/[L\�56H=�DW�
� ÊǙŻǣPʼnŌ¨øãJ0]ǷãæOůğKǞ
a]60^KƬ3DǸC;JƐħĊ¼O DM w�
tǵDigital Mapping DataǶ5\ŀǐĔŮ�ǻǤŇũ
OĔŮÌQǻǤ¡�OņǑƜJĔƟ<_DĔŮ�Ƿ
ç`2ĔŮǵǚƝm�k��xƜJĔƟ<_DĔ
ŮǶbŶ1IĔŮŖǑbÂ]¾>DǸTDǷ��
ĎOŲãNJŒN[GIĪIJ>DĸãëŻKáã
ÀŶŲŠbi�|��f<BDǵÞ+6ǶǸ�
� Þ+6 bƶ^KǷǚƝm�k��xǑOðƷŗM
�DZĄ¨ø6ï8MGI1^6ǷħĔI¨øJP
ņǑĔƟ6ï8ř<_I1^ǸTDůùOƱlj�
J½Ƈ6Ĵė<_I1^;KbĪIJ>DǵÞ+7ǶǸ� �
� Þ�� bƶ^KÛŕŶãY¨øŶã6ï1ǐ]
ş1JĴė<_I1^Ǹ<\N¨øŶãOM5J
XǦÒ¨øMLǷ�DZĄ¨øŶãØǍJPĴė<
_I4\AǷħĔI¨øØǍJĴė<_I1^Ǹ
� TD;OƱljPǷƐħĊ5\ŁƹĖĦāĘNį
ù<_I4]ǷljǩNƋſ6ĸ5_I1^éĨJ
0]Ƿ�D^þDž6M1ƱljƘǝJǷCOŖĦƵ
ơJ0^ljǩYêMLOíǩ6ð78ǞaGI
1^;K6a5^Ǹž�ǮMLO1aZ^ƹµÕ
Ĩ¡îJXãæbůě�9^ůùOƱlj6Ĵė
þDžKMGI1^;Kbƍƿ>DǸ
]����(<�1�U��
� s�p���wed5\ĚDw�tK GIS b
ǒij<B^;KJǷ�ŝOƹµr�uxbĪIJ>
DǸTDǷ½Ƈb¿Ǭ>ǷGIS �JãæůğKi
�|��f<B^;KJǷļöOƹµr�ux¡
îJXƹµLJŪKM]2^Ƶơbƶ¾E>DǸ
� �ęPīƕw�tbĭ´>Ƿ½ƇOǬåÉbǓ
W^KKXNǷƘǝŖĦb[]ƽƢN¿Ŏ>I1
;2KƬ3I1^Ǹ
�
0VBI�
ƐħĊĹÉdžǀǵ���Ƕǽ-ƐħĊÊǙźąʼnǐ
ǘƵ¥ƥƀĔǑŮƫ°öãË�� ØĎƺĞ�ž
�ǮO0^ź�UÊǙ�ąʼn.�
ƛ¼Ǣ�ÓćƆ�ŷ��Ħ�����ǽƐħ�ÊǙã
ËN49^Łƹ¿ŎǷãųĢèprv�÷¤
ǃūǂĹǦǷ�'$�����((� � �
ðǙǢ��Óć� Ɔ�ŷ��Ħǵ��Ƕǽs�p
���wedbŶ1DŁƹŲDžO¿ŎǾðÕ
ēàN49^ƼUǾǷãųĢèprv�÷¤
ǃūǂĹǦǷ�'$��������(������������
Þ+6� ãæOŲŠÞ�
Þ��� ƱljƘǝbĴė>D�f�x�
ņǑĔƟŮ ǚƝm�k��xǑ
ħĔ¨øŶã �DZĄ¨øŶã Ûŕ�ŕÈŶã ¸º�¸ƁŶã ¸à�ƧãƜ
ņǑ��t��ǚǰǑ
Ƙã
^�_�
`�
ħĔI¨øã �DZĄ¨øã ÛŕŶã Ŕŏ�ƧãƜ ņǑĔƟ ņǑ��t��ǚǰǑ ǚƝm�k��xǑ ŁƹĖĦāĘ ½ƇĴė�f�x
�� �Þ��� ƱljƘǝbĴė>D½Ƈ�
����