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8*44 
鋔鋙رؠ؎ٝ䱱稊ך׋׭ך 
ؙٓؐسا٦ءؚٝ׾崞欽׃׋ػًٓة瑞꟦鍑匿 
㼭㿊酔䊹խխ㖩劤㣐➜խխ✿⼧䆀⨳㣗 
Not Good Good 
Parameter Space Suggested Designs 
Visualiza...
鎘皾ח״׏גرؠ؎ٝ׾佄䴂ׅ׷ 
㼭㿊酔䊹㖩劤㣐➜✿⼧䆀⨳㣗խխ鋔鋙رؠ؎ٝ䱱稊ך׋׭ךؙٓؐسا٦ءؚٝ׾崞欽׃׋ػًٓة瑞꟦鍑匿խխ8*44
鎘皾ח״׏גرؠ؎ٝ׾佄䴂ׅ׷ 
劤灇瑔ך㼎韋ػًٓة锃侭ח״׷رؠ؎ٝ䱱稊 
㼭㿊酔䊹㖩劤㣐➜✿⼧䆀⨳㣗խխ鋔鋙رؠ؎ٝ䱱稊ך׋׭ךؙٓؐسا٦ءؚٝ׾崞欽׃׋ػًٓة瑞꟦鍑匿խխ8*44
鎘皾ח״׏גرؠ؎ٝ׾佄䴂ׅ׷ 
劤灇瑔ך㼎韋ػًٓة锃侭ח״׷رؠ؎ٝ䱱稊 
⹛歗 
㼭㿊酔䊹㖩劤㣐➜✿⼧䆀⨳㣗խխ鋔鋙رؠ؎ٝ䱱稊ך׋׭ךؙٓؐسا٦ءؚٝ׾崞欽׃׋ػًٓة瑞꟦鍑匿խխ8*44
灇瑔嚊銲 
! ؼُ٦وٝ؝ٝؾُذ٦ءّٝח״׏ג 
رؠ؎ٝ瑞꟦׾鍑匿ׅ׷䩛岀ך䲿周 
رؠ؎ٝךչ葺׃䝤׃պך瑞꟦ⴓ䋒׾䱿㹀ׅ׷ 
! رؠ؎ٝ䱱稊ך׋׭ך؎ٝةؿؑ٦أך䲿周 
	
4NBSU4VHHFTUJPO
	
7JT0QU4MJ...
灇瑔嚊銲 
! ؼُ٦وٝ؝ٝؾُذ٦ءّٝח״׏ג 
رؠ؎ٝ瑞꟦׾鍑匿ׅ׷䩛岀ך䲿周 
رؠ؎ٝךչ葺׃䝤׃պך瑞꟦ⴓ䋒׾䱿㹀ׅ׷ 
! رؠ؎ٝ䱱稊ך׋׭ך؎ٝةؿؑ٦أך䲿周 
	
4NBSU4VHHFTUJPO
	
7JT0QU4MJ...
灇瑔嚊銲 
! ؼُ٦وٝ؝ٝؾُذ٦ءّٝח״׏ג 
رؠ؎ٝ瑞꟦׾鍑匿ׅ׷䩛岀ך䲿周 
رؠ؎ٝךչ葺׃䝤׃պך瑞꟦ⴓ䋒׾䱿㹀ׅ׷ 
! رؠ؎ٝ䱱稊ך׋׭ך؎ٝةؿؑ٦أך䲿周 
	
4NBSU4VHHFTUJPO
	
7JT0QU4MJ...
ٙ٦ؙؿٗ٦ 
㼭㿊酔䊹㖩劤㣐➜✿⼧䆀⨳㣗խխ鋔鋙رؠ؎ٝ䱱稊ך׋׭ךؙٓؐسا٦ءؚٝ׾崞欽׃׋ػًٓة瑞꟦鍑匿խխ8*44
ٙ٦ؙؿٗ٦ 
Design Task 
design parameters 
㼭㿊酔䊹㖩劤㣐➜✿⼧䆀⨳㣗խխ鋔鋙رؠ؎ٝ䱱稊ך׋׭ךؙٓؐسا٦ءؚٝ׾崞欽׃׋ػًٓة瑞꟦鍑匿խխ8*44
ٙ٦ؙؿٗ٦ 
Design Task Analysis 
design parameters 
parameter space 
parameter 1 
parameter 2 
㼭㿊酔䊹㖩劤㣐➜✿⼧䆀⨳㣗խխ鋔鋙رؠ؎ٝ䱱稊ך׋׭ךؙ...
ٙ٦ؙؿٗ٦ 
Design Task Analysis 
design parameters 
parameter space 
parameter 1 
parameter 2 
㼭㿊酔䊹㖩劤㣐➜✿⼧䆀⨳㣗խխ鋔鋙رؠ؎ٝ䱱稊ך׋׭ךؙ...
ٙ٦ؙؿٗ٦ 
Design Task Analysis 
design parameters 
parameter space 
parameter 1 
parameter 2 
crowd workers 
㼭㿊酔䊹㖩劤㣐➜✿⼧䆀⨳㣗...
ٙ٦ؙؿٗ٦ 
Design Task Analysis 
design parameters 
parameter space 
⹛歗 
parameter 1 
parameter 2 
crowd workers 
㼭㿊酔䊹㖩劤㣐➜✿...
ٙ٦ؙؿٗ٦ 
Design Task Analysis 
design parameters 
parameter space 
parameter 1 
parameter 2 
crowd workers 
㼭㿊酔䊹㖩劤㣐➜✿⼧䆀⨳㣗...
ٙ٦ؙؿٗ٦ 
Design Task Analysis 
design parameters 
not good good 
parameter space 
parameter 1 
parameter 2 
crowd workers 
...
ٙ٦ؙؿٗ٦ 
Design Task Analysis 
f : n 
design parameters 
not good good 
parameter space 
parameter 1 
parameter 2 
crowd wo...
ٙ٦ؙؿٗ٦ 
Design Task Analysis 
f : n 
crowd workers 
User Interface 
VisOpt Slider 
design parameters 
not good good 
param...
رٌ 
ِ٦ؠ؎ٝةؿؑ٦أ 
㼭㿊酔䊹㖩劤㣐➜✿⼧䆀⨳㣗խխ鋔鋙رؠ؎ٝ䱱稊ך׋׭ךؙٓؐسا٦ءؚٝ׾崞欽׃׋ػًٓة瑞꟦鍑匿խխ8*44
رٌ 
㼭㿊酔䊹㖩劤㣐➜✿⼧䆀⨳㣗խխ鋔鋙رؠ؎ٝ䱱稊ך׋׭ךؙٓؐسا٦ءؚٝ׾崞欽׃׋ػًٓة瑞꟦鍑匿խխ8*44
ꟼ鸬灇瑔 
㼭㿊酔䊹㖩劤㣐➜✿⼧䆀⨳㣗խխ鋔鋙رؠ؎ٝ䱱稊ך׋׭ךؙٓؐسا٦ءؚٝ׾崞欽׃׋ػًٓة瑞꟦鍑匿խխ8*44
꧊さ濼׾欽ְ׋رؠ؎ٝ 
5BMUPO 
7PZBOU9V 
⵸ךِ٦ؠךرؠ؎ٝ׾׮הח 
倜׃ְٌرٕ׾رؠ؎ׅٝ׷ 
 
 㢳ֻך⿫⸇罏הꞿְ麊欽劍꟦ָ䗳銲 
֮׷رؠ؎ٝחאְג 
ؿ؍٦سغحؙ׾꧊׭׷ 
 
 ػًٓة瑞꟦ך鍑匿٥䱱...
꧊さ濼׾欽ְ׋رؠ؎ٝ 
5BMUPO 
7PZBOU9V 
⵸ךِ٦ؠךرؠ؎ٝ׾׮הח 
倜׃ְٌرٕ׾رؠ؎ׅٝ׷ 
 
 㢳ֻך⿫⸇罏הꞿְ麊欽劍꟦ָ䗳銲 
֮׷رؠ؎ٝחאְג 
ؿ؍٦سغحؙ׾꧊׭׷ 
 
 ػًٓة瑞꟦ך鍑匿٥䱱...
꧊さ濼׾欽ְ׋رؠ؎ٝ 
5BMUPO 
7PZBOU9V 
⵸ךِ٦ؠךرؠ؎ٝ׾׮הח 
倜׃ְٌرٕ׾رؠ؎ׅٝ׷ 
 
 㢳ֻך⿫⸇罏הꞿְ麊欽劍꟦ָ䗳銲 
֮׷رؠ؎ٝחאְג 
ؿ؍٦سغحؙ׾꧊׭׷ 
 
 ػًٓة瑞꟦ך鍑匿٥䱱...
纇遚鎘皾ח״׷رؠ؎ٝ瑞꟦ך鍑匿 
'POU0ˏ%POPWBO 7JFX%JSFDUJPO4FDPSE 8FC3FJOFDLF 
ぐرؠ؎ٝ걄㚖ח㔿剣ך濼陎	暴䗙ꆀ
׾欽ְגְ׷ 
 
䧮ղך䩛岀כ⟣䠐ךرؠ؎ٝ瑞꟦ח黝欽〳腉 
㼭㿊酔䊹㖩劤...
纇遚鎘皾ח״׷رؠ؎ٝ瑞꟦ך鍑匿 
'POU0ˏ%POPWBO 7JFX%JSFDUJPO4FDPSE 8FC3FJOFDLF 
ぐرؠ؎ٝ걄㚖ח㔿剣ך濼陎	暴䗙ꆀ
׾欽ְגְ׷ 
 
䧮ղך䩛岀כ⟣䠐ךرؠ؎ٝ瑞꟦ח黝欽〳腉 
㼭㿊酔䊹㖩劤...
纇遚鎘皾ח״׷رؠ؎ٝ瑞꟦ך鍑匿 
'POU0ˏ%POPWBO 7JFX%JSFDUJPO4FDPSE 8FC3FJOFDLF 
ぐرؠ؎ٝ걄㚖ח㔿剣ך濼陎	暴䗙ꆀ
׾欽ְגְ׷ 
 
䧮ղך䩛岀כ⟣䠐ךرؠ؎ٝ瑞꟦ח黝欽〳腉 
㼭㿊酔䊹㖩劤...
䲿爙؎ٝةؿؑ٦أ 
%FTJHO(BMMFSJFT.BSLT #SBJOTUPSNGUFSFDUT 
䲿爙ⰻ㺁ָ➂꟦ך繟涸䠬鋙ח㛇בְגְזְ 
㼭㿊酔䊹㖩劤㣐➜✿⼧䆀⨳㣗խխ鋔鋙رؠ؎ٝ䱱稊ך׋׭ךؙٓؐسا٦ءؚٝ׾崞欽׃׋ػًٓة...
䲿爙؎ٝةؿؑ٦أ 
%FTJHO(BMMFSJFT.BSLT #SBJOTUPSNGUFSFDUT 
䲿爙ⰻ㺁ָ➂꟦ך繟涸䠬鋙ח㛇בְגְזְ 
㼭㿊酔䊹㖩劤㣐➜✿⼧䆀⨳㣗խխ鋔鋙رؠ؎ٝ䱱稊ך׋׭ךؙٓؐسا٦ءؚٝ׾崞欽׃׋ػًٓة...
䲿爙؎ٝةؿؑ٦أ 
%FTJHO(BMMFSJFT.BSLT #SBJOTUPSNGUFSFDUT 
䲿爙ⰻ㺁ָ➂꟦ך繟涸䠬鋙ח㛇בְגְזְ 
㼭㿊酔䊹㖩劤㣐➜✿⼧䆀⨳㣗խխ鋔鋙رؠ؎ٝ䱱稊ך׋׭ךؙٓؐسا٦ءؚٝ׾崞欽׃׋ػًٓة...
أٓ؎ت؎ٝةؿؑ٦أ 
رؠ؎ٝفٖؽُ٦׾〳鋔⻉ ꟼ鸬ر٦ة׾〳鋔⻉ 
4JEF7JFXT5FSSZ 4DFOUFE8JEHFU8JMMFUU 
 չ葺׃䝤׃պך〳鋔⻉דכזְ 
 剑黝⻉堣腉כזְ 
㼭㿊酔䊹㖩劤㣐➜✿⼧䆀⨳㣗խխ鋔鋙...
أٓ؎ت؎ٝةؿؑ٦أ 
رؠ؎ٝفٖؽُ٦׾〳鋔⻉ ꟼ鸬ر٦ة׾〳鋔⻉ 
4JEF7JFXT5FSSZ 4DFOUFE8JEHFU8JMMFUU 
 չ葺׃䝤׃պך〳鋔⻉דכזְ 
 剑黝⻉堣腉כזְ 
㼭㿊酔䊹㖩劤㣐➜✿⼧䆀⨳㣗խխ鋔鋙...
أٓ؎ت؎ٝةؿؑ٦أ 
رؠ؎ٝفٖؽُ٦׾〳鋔⻉ ꟼ鸬ر٦ة׾〳鋔⻉ 
4JEF7JFXT5FSSZ 4DFOUFE8JEHFU8JMMFUU 
 չ葺׃䝤׃պך〳鋔⻉דכזְ 
 剑黝⻉堣腉כזְ 
㼭㿊酔䊹㖩劤㣐➜✿⼧䆀⨳㣗խխ鋔鋙...
رؠ؎ٝ瑞꟦ך鍑匿 
㼭㿊酔䊹㖩劤㣐➜✿⼧䆀⨳㣗խխ鋔鋙رؠ؎ٝ䱱稊ך׋׭ךؙٓؐسا٦ءؚٝ׾崞欽׃׋ػًٓة瑞꟦鍑匿խխ8*44
رؠ؎ٝ瑞꟦ך鍑匿 
4BNQMJOH 
1BSBNFUFS4FUT 
(BUIFSJOH1BJSXJTF 
$PNQBSJTPOT 
TUJNBUJOH(PPEOFTT 
7BMVFTPG1PJOUT 
TUJNBUJOH(PPEOFTT 
...
رؠ؎ٝ瑞꟦ך鍑匿 
4BNQMJOH 
1BSBNFUFS4FUT 
(BUIFSJOH1BJSXJTF 
$PNQBSJTPOT 
TUJNBUJOH(PPEOFTT 
7BMVFTPG1PJOUT 
TUJNBUJOH(PPEOFTT 
...
رؠ؎ٝ瑞꟦ך鍑匿 
4BNQMJOH 
1BSBNFUFS4FUT 
(BUIFSJOH1BJSXJTF 
$PNQBSJTPOT 
TUJNBUJOH(PPEOFTT 
7BMVFTPG1PJOUT 
TUJNBUJOH(PPEOFTT 
...
رؠ؎ٝ瑞꟦ך鍑匿 
4BNQMJOH 
1BSBNFUFS4FUT 
纇遚鎘皾 
(BUIFSJOH1BJSXJTF 
$PNQBSJTPOT 
crowd workers 
TUJNBUJOH(PPEOFTT 
7BMVFTPG1PJOUT...
رؠ؎ٝ瑞꟦ך鍑匿 
4BNQMJOH 
1BSBNFUFS4FUT 
(BUIFSJOH1BJSXJTF 
$PNQBSJTPOT 
剑㼭✳⛦岀 
TUJNBUJOH(PPEOFTT 
7BMVFTPG1PJOUT 
TUJNBUJOH(PP...
رؠ؎ٝ瑞꟦ך鍑匿 
4BNQMJOH 
1BSBNFUFS4FUT 
(BUIFSJOH1BJSXJTF 
$PNQBSJTPOT 
TUJNBUJOH(PPEOFTT 
7BMVFTPG1PJOUT 
TUJNBUJOH(PPEOFTT 
...
ِ٦ؠ؎ٝةؿؑ٦أ 
㼭㿊酔䊹㖩劤㣐➜✿⼧䆀⨳㣗խխ鋔鋙رؠ؎ٝ䱱稊ך׋׭ךؙٓؐسا٦ءؚٝ׾崞欽׃׋ػًٓة瑞꟦鍑匿խխ8*44
؎ٝةؿؑ٦أ	
4NBSU4VHHFTUJPO 
؝ٝإفز 
չ葺׃䝤׃պך䞔㜠׾欽ְג䲿爙ⰻ㺁׾欰䧭 
㼭㿊酔䊹㖩劤㣐➜✿⼧䆀⨳㣗խխ鋔鋙رؠ؎ٝ䱱稊ך׋׭ךؙٓؐسا٦ءؚٝ׾崞欽׃׋ػًٓة瑞꟦鍑匿խխ8*44
؎ٝةؿؑ٦أ	
4NBSU4VHHFTUJPO 
植㖈ך㹋鄲 
 ٓٝتيח⦐ך 
رؠ؎ٝ׾欰䧭 
 挿侧ָ넝ְ⦐׾䲿爙 
㼭㿊酔䊹㖩劤㣐➜✿⼧䆀⨳㣗խխ鋔鋙رؠ؎ٝ䱱稊ך׋׭ךؙٓؐسا٦ءؚٝ׾崞欽׃׋ػًٓة瑞꟦鍑匿խխ8*4...
؎ٝةؿؑ٦أ	
7JT0QU4MJEFS 
堣腉〳鋔⻉	7JT
剑黝⻉	0QU
 
xi 
xj 
xi 
xj 
㼭㿊酔䊹㖩劤㣐➜✿⼧䆀⨳㣗խխ鋔鋙رؠ؎ٝ䱱稊ך׋׭ךؙٓؐسا٦ءؚٝ׾崞欽׃׋ػًٓة瑞꟦鍑匿խխ8*44
؎ٝةؿؑ٦أ	
7JT0QU4MJEFS 
堣腉〳鋔⻉	7JT
剑黝⻉	0QU
 
xi 
xj 
xi 
xj 
植㖈ך⦼ 
㼭㿊酔䊹㖩劤㣐➜✿⼧䆀⨳㣗խխ鋔鋙رؠ؎ٝ䱱稊ך׋׭ךؙٓؐسا٦ءؚٝ׾崞欽׃׋ػًٓة瑞꟦鍑匿խխ8*44
؎ٝةؿؑ٦أ	
7JT0QU4MJEFS 
堣腉〳鋔⻉	7JT
剑黝⻉	0QU
 
xi 
xj 
xi 
xj 
㼭㿊酔䊹㖩劤㣐➜✿⼧䆀⨳㣗խխ鋔鋙رؠ؎ٝ䱱稊ך׋׭ךؙٓؐسا٦ءؚٝ׾崞欽׃׋ػًٓة瑞꟦鍑匿խխ8*44
؎ٝةؿؑ٦أ	
7JT0QU4MJEFS 
堣腉〳鋔⻉	7JT
剑黝⻉	0QU
 
xi 
xj 
xi 
xj 
㼭㿊酔䊹㖩劤㣐➜✿⼧䆀⨳㣗խխ鋔鋙رؠ؎ٝ䱱稊ך׋׭ךؙٓؐسا٦ءؚٝ׾崞欽׃׋ػًٓة瑞꟦鍑匿խխ8*44
؎ٝةؿؑ٦أ	
7JT0QU4MJEFS 
堣腉〳鋔⻉	7JT
剑黝⻉	0QU
 
xi 
xj 
xi 
xj 
㼭㿊酔䊹㖩劤㣐➜✿⼧䆀⨳㣗խխ鋔鋙رؠ؎ٝ䱱稊ך׋׭ךؙٓؐسا٦ءؚٝ׾崞欽׃׋ػًٓة瑞꟦鍑匿խխ8*44
؎ٝةؿؑ٦أ	
7JT0QU4MJEFS 
堣腉〳鋔⻉	7JT
剑黝⻉	0QU
 
xi 
xj 
xi 
xj 
ِ٦ؠך箟꧊ 
㼭㿊酔䊹㖩劤㣐➜✿⼧䆀⨳㣗խխ鋔鋙رؠ؎ٝ䱱稊ך׋׭ךؙٓؐسا٦ءؚٝ׾崞欽׃׋ػًٓة瑞꟦鍑匿խխ8*44
؎ٝةؿؑ٦أ	
7JT0QU4MJEFS 
堣腉〳鋔⻉	7JT
剑黝⻉	0QU
 
xi 
xj 
xi 
xj 
荈⹛锃眍 
ِ٦ؠך箟꧊ 
㼭㿊酔䊹㖩劤㣐➜✿⼧䆀⨳㣗խխ鋔鋙رؠ؎ٝ䱱稊ך׋׭ךؙٓؐسا٦ءؚٝ׾崞欽׃׋ػًٓة瑞꟦鍑匿խխ8*44
黝欽⢽ 
㼭㿊酔䊹㖩劤㣐➜✿⼧䆀⨳㣗խխ鋔鋙رؠ؎ٝ䱱稊ך׋׭ךؙٓؐسا٦ءؚٝ׾崞欽׃׋ػًٓة瑞꟦鍑匿խխ8*44
黝欽⢽	
$PMPS$PSSFDUJPO 
⹛歗 
ةأؙⱖ溪ך葿酡姻խػًٓة侧 
㼭㿊酔䊹㖩劤㣐➜✿⼧䆀⨳㣗խխ鋔鋙رؠ؎ٝ䱱稊ך׋׭ךؙٓؐسا٦ءؚٝ׾崞欽׃׋ػًٓة瑞꟦鍑匿խխ8*44
⹛歗 
㼭㿊酔䊹㖩劤㣐➜✿⼧䆀⨳㣗խխ鋔鋙رؠ؎ٝ䱱稊ך׋׭ךؙٓؐسا٦ءؚٝ׾崞欽׃׋ػًٓة瑞꟦鍑匿խխ8*44
黝欽⢽	
$BNFSB-JHIU 
⹛歗 
㼭㿊酔䊹㖩劤㣐➜✿⼧䆀⨳㣗խխ鋔鋙رؠ؎ٝ䱱稊ך׋׭ךؙٓؐسا٦ءؚٝ׾崞欽׃׋ػًٓة瑞꟦鍑匿խխ8*44
黝欽⢽	
$BNFSB-JHIU 
ةأؙ 
葺ְؽُ٦׾䱱ׅ 
 
ػًٓة侧 
	Y
Z
[

僇׷ׁ 
	Y
Z
[

鋔ꅿ錬 
㼭㿊酔䊹㖩劤㣐➜✿⼧䆀⨳㣗խխ鋔鋙رؠ؎ٝ䱱稊ך׋׭ךؙٓؐسا٦ءؚٝ׾崞欽׃׋ػًٓة瑞꟦鍑匿խխ...
⹛歗 
㼭㿊酔䊹㖩劤㣐➜✿⼧䆀⨳㣗խխ鋔鋙رؠ؎ٝ䱱稊ך׋׭ךؙٓؐسا٦ءؚٝ׾崞欽׃׋ػًٓة瑞꟦鍑匿խխ8*44
黝欽⢽	
4IBEFS	颵䠬
 
ةأؙأذٖٝأ醡ך暟⡤ך鋅׋湡ךرؠ؎ٝ 
⹛歗 
㼭㿊酔䊹㖩劤㣐➜✿⼧䆀⨳㣗խխ鋔鋙رؠ؎ٝ䱱稊ך׋׭ךؙٓؐسا٦ءؚٝ׾崞欽׃׋ػًٓة瑞꟦鍑匿խխ8*44
黝欽⢽	
4IBEFS	颵䠬
 
ةأؙأذٖٝأ醡ך暟⡤ך鋅׋湡ךرؠ؎ٝ 
鐰⣣鯥ˑSFBMJTUJDBTTUBJOMFTT˒ 
 
ػًٓة侧 
h)JTGPS)PNF 
FHأذٖٝأ 
㼭㿊酔䊹㖩劤㣐➜✿⼧䆀⨳㣗խխ鋔鋙رؠ؎...
⹛歗 
㼭㿊酔䊹㖩劤㣐➜✿⼧䆀⨳㣗խխ鋔鋙رؠ؎ٝ䱱稊ך׋׭ךؙٓؐسا٦ءؚٝ׾崞欽׃׋ػًٓة瑞꟦鍑匿խխ8*44
黝欽⢽	
邌䞔ٌرؚٔٝ 
#MFOETIBQFػًٓة锃眍ח״׏ג邌䞔׾ⵖ䖴ׅ׷䩛岀 
⹛歗 
㼭㿊酔䊹㖩劤㣐➜✿⼧䆀⨳㣗խխ鋔鋙رؠ؎ٝ䱱稊ך׋׭ךؙٓؐسا٦ءؚٝ׾崞欽׃׋ػًٓة瑞꟦鍑匿խխ8*44
黝欽⢽	
邌䞔ٌرؚٔٝ 
#MFOETIBQFػًٓة锃眍ח״׏ג邌䞔׾ⵖ䖴ׅ׷䩛岀 
ٓٝتيז邌䞔ך⢽ 
קה׿וךرؠ؎ָٝ♶荈搫	㠨׸גְ׷
 
鐰⣣鯥OBUVSBM	OPUCSPLFO
 
ػًٓة侧 
㼭㿊酔䊹㖩劤㣐➜✿⼧䆀...
⹛歗 
㼭㿊酔䊹㖩劤㣐➜✿⼧䆀⨳㣗խխ鋔鋙رؠ؎ٝ䱱稊ך׋׭ךؙٓؐسا٦ءؚٝ׾崞欽׃׋ػًٓة瑞꟦鍑匿խխ8*44
黝欽⢽	
邌䞔ٌرؚٔٝ 
  
OPUOBUVSBM OBUVSBM 
00..1155 00..3311 00..4499 00..6611 0.88 
鋔鋙涸ח㧅䔲ז䱿㹀穠卓ָ䖤׵׸׋ 
㼭㿊酔䊹㖩劤㣐➜✿⼧䆀⨳㣗խխ鋔鋙رؠ؎ٝ䱱稊...
黝欽⢽	
邌䞔ٌرؚٔٝ 
  
OPUOBUVSBM OBUVSBM 
00..1155 00..3311 00..4499 00..6611 0.88 
鋔鋙涸ח㧅䔲ז䱿㹀穠卓ָ䖤׵׸׋ 
㼭㿊酔䊹㖩劤㣐➜✿⼧䆀⨳㣗խխ鋔鋙رؠ؎ٝ䱱稊...
黝欽⢽窟鎘ر٦ة 
$PMPS 
$PSSFDUJPO 
$BNFSB 
-JHIU 
4IBEFS 'BDJBM 
YQSFTTJPO 
ػًٓة侧     
鐰⣣鯥 HPPE HPPE SFBMJTUJD OBUVSBM 
嫰鯰ر٦ة侧 ...
鐰⣣ 
㼭㿊酔䊹㖩劤㣐➜✿⼧䆀⨳㣗խխ鋔鋙رؠ؎ٝ䱱稊ך׋׭ךؙٓؐسا٦ءؚٝ׾崞欽׃׋ػًٓة瑞꟦鍑匿խխ8*44
鐰⣣鍑匿䩛岀 
 勲	XSU嫰鯰侧
 
❛䊴嗚鏾 
鑫稢 
Yuki Koyama, Daisuke Sakamoto, and Takeo Igarashi. 2014. Crowd-powered parameter analysis f...
鐰⣣ِ٦ؠ؎ٝةؿؑ٦أ 
ِ٦ؠأةر؍ 
➂ך㷕欰חِ٦ؠ؎ٝةؿؑ٦أ׾⢪׏ג׮׵ֲ 
 
4ZTUFN6TBCJMJUZ4DBMF#BOHPS 
ˑHPPE˒	WFSBHF
4%
 
鑫稢 
Yuki Koyama, Daisuke ...
陽锷תה׭ 
㼭㿊酔䊹㖩劤㣐➜✿⼧䆀⨳㣗խխ鋔鋙رؠ؎ٝ䱱稊ך׋׭ךؙٓؐسا٦ءؚٝ׾崞欽׃׋ػًٓة瑞꟦鍑匿խխ8*44
ٔىذ٦ءّٝ 
! ةأָؙ㢌׻׷䏝חؙٓؐسا٦ءؚٝך 
װ׶湫׃ָ䗳銲 
! 鸬竲涸זػًٓةך׫黝欽〳腉 
	ꨄ侔涸זػًٓةכ♶〳
 
㼭㿊酔䊹㖩劤㣐➜✿⼧䆀⨳㣗խխ鋔鋙رؠ؎ٝ䱱稊ך׋׭ךؙٓؐسا٦ءؚٝ׾崞欽׃׋ػًٓة瑞...
תה׭ 
! ؼُ٦وٝ؝ٝؾُذ٦ءّٝח״׏ג 
⟣䠐ךرؠ؎ٝ瑞꟦׾鍑匿ׅ׷䩛岀 
! رؠ؎ٝ䱱稊ך׋׭ך؎ٝةؿؑ٦أ 
	
4NBSU4VHHFTUJPO
	
7JT0QU4MJEFS 
! אך殯ז׷رؠ؎ٝ걄㚖ח黝欽 
㼭...
תה׭ 
! ؼُ٦وٝ؝ٝؾُذ٦ءّٝח״׏ג 
⟣䠐ךرؠ؎ٝ瑞꟦׾鍑匿ׅ׷䩛岀 
! رؠ؎ٝ䱱稊ך׋׭ך؎ٝةؿؑ٦أ 
	
4NBSU4VHHFTUJPO
	
7JT0QU4MJEFS 
! אך殯ז׷رؠ؎ٝ걄㚖ח黝欽 
㼭...
תה׭ 
! ؼُ٦وٝ؝ٝؾُذ٦ءّٝח״׏ג 
⟣䠐ךرؠ؎ٝ瑞꟦׾鍑匿ׅ׷䩛岀 
! رؠ؎ٝ䱱稊ך׋׭ך؎ٝةؿؑ٦أ 
	
4NBSU4VHHFTUJPO
	
7JT0QU4MJEFS 
! אך殯ז׷رؠ؎ٝ걄㚖ח黝欽 
㼭...
תה׭ 
! ؼُ٦وٝ؝ٝؾُذ٦ءّٝח״׏ג 
⟣䠐ךرؠ؎ٝ瑞꟦׾鍑匿ׅ׷䩛岀 
! رؠ؎ٝ䱱稊ך׋׭ך؎ٝةؿؑ٦أ 
	
4NBSU4VHHFTUJPO
	
7JT0QU4MJEFS 
! אך殯ז׷رؠ؎ٝ걄㚖ח黝欽 
㼭...
鋔鋙رؠ؎ٝ䱱稊ך׋׭ך 
ؙٓؐسا٦ءؚٝ׾崞欽׃׋ػًٓة瑞꟦鍑匿 
㼭㿊酔䊹խխ㖩劤㣐➜խխ✿⼧䆀⨳㣗
㼭㿊酔䊹㖩劤㣐➜✿⼧䆀⨳㣗խխ鋔鋙رؠ؎ٝ䱱稊ך׋׭ךؙٓؐسا٦ءؚٝ׾崞欽׃׋ػًٓة瑞꟦鍑匿խխ8*44
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視覚デザイン探索のためのクラウドソーシングを活用したパラメタ空間解析(WISS 2014)

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視覚デザイン探索のためのクラウドソーシングを活用したパラメタ空間解析(WISS 2014)

  1. 1. 8*44 鋔鋙رؠ؎ٝ䱱稊ך׋׭ך ؙٓؐسا٦ءؚٝ׾崞欽׃׋ػًٓة瑞꟦鍑匿 㼭㿊酔䊹խխ㖩劤㣐➜խխ✿⼧䆀⨳㣗 Not Good Good Parameter Space Suggested Designs Visualization User’s Edit Interactive Optimization Not Good Good Parameter Space Suggested Designs Visualization User’s Edit Interactive Optimization
  2. 2. 鎘皾ח״׏גرؠ؎ٝ׾佄䴂ׅ׷ 㼭㿊酔䊹㖩劤㣐➜✿⼧䆀⨳㣗խխ鋔鋙رؠ؎ٝ䱱稊ך׋׭ךؙٓؐسا٦ءؚٝ׾崞欽׃׋ػًٓة瑞꟦鍑匿խխ8*44
  3. 3. 鎘皾ח״׏גرؠ؎ٝ׾佄䴂ׅ׷ 劤灇瑔ך㼎韋ػًٓة锃侭ח״׷رؠ؎ٝ䱱稊 㼭㿊酔䊹㖩劤㣐➜✿⼧䆀⨳㣗խխ鋔鋙رؠ؎ٝ䱱稊ך׋׭ךؙٓؐسا٦ءؚٝ׾崞欽׃׋ػًٓة瑞꟦鍑匿խխ8*44
  4. 4. 鎘皾ח״׏גرؠ؎ٝ׾佄䴂ׅ׷ 劤灇瑔ך㼎韋ػًٓة锃侭ח״׷رؠ؎ٝ䱱稊 ⹛歗 㼭㿊酔䊹㖩劤㣐➜✿⼧䆀⨳㣗խխ鋔鋙رؠ؎ٝ䱱稊ך׋׭ךؙٓؐسا٦ءؚٝ׾崞欽׃׋ػًٓة瑞꟦鍑匿խխ8*44
  5. 5. 灇瑔嚊銲 ! ؼُ٦وٝ؝ٝؾُذ٦ءّٝח״׏ג رؠ؎ٝ瑞꟦׾鍑匿ׅ׷䩛岀ך䲿周 رؠ؎ٝךչ葺׃䝤׃պך瑞꟦ⴓ䋒׾䱿㹀ׅ׷ ! رؠ؎ٝ䱱稊ך׋׭ך؎ٝةؿؑ٦أך䲿周 4NBSU4VHHFTUJPO 7JT0QU4MJEFS 㼭㿊酔䊹㖩劤㣐➜✿⼧䆀⨳㣗խխ鋔鋙رؠ؎ٝ䱱稊ך׋׭ךؙٓؐسا٦ءؚٝ׾崞欽׃׋ػًٓة瑞꟦鍑匿խխ8*44
  6. 6. 灇瑔嚊銲 ! ؼُ٦وٝ؝ٝؾُذ٦ءّٝח״׏ג رؠ؎ٝ瑞꟦׾鍑匿ׅ׷䩛岀ך䲿周 رؠ؎ٝךչ葺׃䝤׃պך瑞꟦ⴓ䋒׾䱿㹀ׅ׷ ! رؠ؎ٝ䱱稊ך׋׭ך؎ٝةؿؑ٦أך䲿周 4NBSU4VHHFTUJPO 7JT0QU4MJEFS 㼭㿊酔䊹㖩劤㣐➜✿⼧䆀⨳㣗խխ鋔鋙رؠ؎ٝ䱱稊ך׋׭ךؙٓؐسا٦ءؚٝ׾崞欽׃׋ػًٓة瑞꟦鍑匿խխ8*44
  7. 7. 灇瑔嚊銲 ! ؼُ٦وٝ؝ٝؾُذ٦ءّٝח״׏ג رؠ؎ٝ瑞꟦׾鍑匿ׅ׷䩛岀ך䲿周 رؠ؎ٝךչ葺׃䝤׃պך瑞꟦ⴓ䋒׾䱿㹀ׅ׷ ! رؠ؎ٝ䱱稊ך׋׭ך؎ٝةؿؑ٦أך䲿周 4NBSU4VHHFTUJPO 7JT0QU4MJEFS 㼭㿊酔䊹㖩劤㣐➜✿⼧䆀⨳㣗խխ鋔鋙رؠ؎ٝ䱱稊ך׋׭ךؙٓؐسا٦ءؚٝ׾崞欽׃׋ػًٓة瑞꟦鍑匿խխ8*44
  8. 8. ٙ٦ؙؿٗ٦ 㼭㿊酔䊹㖩劤㣐➜✿⼧䆀⨳㣗խխ鋔鋙رؠ؎ٝ䱱稊ך׋׭ךؙٓؐسا٦ءؚٝ׾崞欽׃׋ػًٓة瑞꟦鍑匿խխ8*44
  9. 9. ٙ٦ؙؿٗ٦ Design Task design parameters 㼭㿊酔䊹㖩劤㣐➜✿⼧䆀⨳㣗խխ鋔鋙رؠ؎ٝ䱱稊ך׋׭ךؙٓؐسا٦ءؚٝ׾崞欽׃׋ػًٓة瑞꟦鍑匿խխ8*44
  10. 10. ٙ٦ؙؿٗ٦ Design Task Analysis design parameters parameter space parameter 1 parameter 2 㼭㿊酔䊹㖩劤㣐➜✿⼧䆀⨳㣗խխ鋔鋙رؠ؎ٝ䱱稊ך׋׭ךؙٓؐسا٦ءؚٝ׾崞欽׃׋ػًٓة瑞꟦鍑匿խխ8*44
  11. 11. ٙ٦ؙؿٗ٦ Design Task Analysis design parameters parameter space parameter 1 parameter 2 㼭㿊酔䊹㖩劤㣐➜✿⼧䆀⨳㣗խխ鋔鋙رؠ؎ٝ䱱稊ך׋׭ךؙٓؐسا٦ءؚٝ׾崞欽׃׋ػًٓة瑞꟦鍑匿խխ8*44
  12. 12. ٙ٦ؙؿٗ٦ Design Task Analysis design parameters parameter space parameter 1 parameter 2 crowd workers 㼭㿊酔䊹㖩劤㣐➜✿⼧䆀⨳㣗խխ鋔鋙رؠ؎ٝ䱱稊ך׋׭ךؙٓؐسا٦ءؚٝ׾崞欽׃׋ػًٓة瑞꟦鍑匿խխ8*44
  13. 13. ٙ٦ؙؿٗ٦ Design Task Analysis design parameters parameter space ⹛歗 parameter 1 parameter 2 crowd workers 㼭㿊酔䊹㖩劤㣐➜✿⼧䆀⨳㣗խխ鋔鋙رؠ؎ٝ䱱稊ך׋׭ךؙٓؐسا٦ءؚٝ׾崞欽׃׋ػًٓة瑞꟦鍑匿խխ8*44
  14. 14. ٙ٦ؙؿٗ٦ Design Task Analysis design parameters parameter space parameter 1 parameter 2 crowd workers 㼭㿊酔䊹㖩劤㣐➜✿⼧䆀⨳㣗խխ鋔鋙رؠ؎ٝ䱱稊ך׋׭ךؙٓؐسا٦ءؚٝ׾崞欽׃׋ػًٓة瑞꟦鍑匿խխ8*44
  15. 15. ٙ٦ؙؿٗ٦ Design Task Analysis design parameters not good good parameter space parameter 1 parameter 2 crowd workers 㼭㿊酔䊹㖩劤㣐➜✿⼧䆀⨳㣗խխ鋔鋙رؠ؎ٝ䱱稊ך׋׭ךؙٓؐسا٦ءؚٝ׾崞欽׃׋ػًٓة瑞꟦鍑匿խխ8*44
  16. 16. ٙ٦ؙؿٗ٦ Design Task Analysis f : n design parameters not good good parameter space parameter 1 parameter 2 crowd workers 㼭㿊酔䊹㖩劤㣐➜✿⼧䆀⨳㣗խխ鋔鋙رؠ؎ٝ䱱稊ך׋׭ךؙٓؐسا٦ءؚٝ׾崞欽׃׋ػًٓة瑞꟦鍑匿խխ8*44
  17. 17. ٙ٦ؙؿٗ٦ Design Task Analysis f : n crowd workers User Interface VisOpt Slider design parameters not good good parameter space parameter 1 parameter 2 㼭㿊酔䊹㖩劤㣐➜✿⼧䆀⨳㣗խխ鋔鋙رؠ؎ٝ䱱稊ך׋׭ךؙٓؐسا٦ءؚٝ׾崞欽׃׋ػًٓة瑞꟦鍑匿խխ8*44
  18. 18. رٌ ِ٦ؠ؎ٝةؿؑ٦أ 㼭㿊酔䊹㖩劤㣐➜✿⼧䆀⨳㣗խխ鋔鋙رؠ؎ٝ䱱稊ך׋׭ךؙٓؐسا٦ءؚٝ׾崞欽׃׋ػًٓة瑞꟦鍑匿խխ8*44
  19. 19. رٌ 㼭㿊酔䊹㖩劤㣐➜✿⼧䆀⨳㣗խխ鋔鋙رؠ؎ٝ䱱稊ך׋׭ךؙٓؐسا٦ءؚٝ׾崞欽׃׋ػًٓة瑞꟦鍑匿խխ8*44
  20. 20. ꟼ鸬灇瑔 㼭㿊酔䊹㖩劤㣐➜✿⼧䆀⨳㣗խխ鋔鋙رؠ؎ٝ䱱稊ך׋׭ךؙٓؐسا٦ءؚٝ׾崞欽׃׋ػًٓة瑞꟦鍑匿խխ8*44
  21. 21. ꧊さ濼׾欽ְ׋رؠ؎ٝ 5BMUPO 7PZBOU9V ⵸ךِ٦ؠךرؠ؎ٝ׾׮הח 倜׃ְٌرٕ׾رؠ؎ׅٝ׷ 㢳ֻך⿫⸇罏הꞿְ麊欽劍꟦ָ䗳銲 ֮׷رؠ؎ٝחאְג ؿ؍٦سغحؙ׾꧊׭׷ ػًٓة瑞꟦ך鍑匿٥䱱稊דכזְ 㼭㿊酔䊹㖩劤㣐➜✿⼧䆀⨳㣗խխ鋔鋙رؠ؎ٝ䱱稊ך׋׭ךؙٓؐسا٦ءؚٝ׾崞欽׃׋ػًٓة瑞꟦鍑匿խխ8*44
  22. 22. ꧊さ濼׾欽ְ׋رؠ؎ٝ 5BMUPO 7PZBOU9V ⵸ךِ٦ؠךرؠ؎ٝ׾׮הח 倜׃ְٌرٕ׾رؠ؎ׅٝ׷ 㢳ֻך⿫⸇罏הꞿְ麊欽劍꟦ָ䗳銲 ֮׷رؠ؎ٝחאְג ؿ؍٦سغحؙ׾꧊׭׷ ػًٓة瑞꟦ך鍑匿٥䱱稊דכזְ 㼭㿊酔䊹㖩劤㣐➜✿⼧䆀⨳㣗խխ鋔鋙رؠ؎ٝ䱱稊ך׋׭ךؙٓؐسا٦ءؚٝ׾崞欽׃׋ػًٓة瑞꟦鍑匿խխ8*44
  23. 23. ꧊さ濼׾欽ְ׋رؠ؎ٝ 5BMUPO 7PZBOU9V ⵸ךِ٦ؠךرؠ؎ٝ׾׮הח 倜׃ְٌرٕ׾رؠ؎ׅٝ׷ 㢳ֻך⿫⸇罏הꞿְ麊欽劍꟦ָ䗳銲 ֮׷رؠ؎ٝחאְג ؿ؍٦سغحؙ׾꧊׭׷ ػًٓة瑞꟦ך鍑匿٥䱱稊דכזְ 㼭㿊酔䊹㖩劤㣐➜✿⼧䆀⨳㣗խխ鋔鋙رؠ؎ٝ䱱稊ך׋׭ךؙٓؐسا٦ءؚٝ׾崞欽׃׋ػًٓة瑞꟦鍑匿խխ8*44
  24. 24. 纇遚鎘皾ח״׷رؠ؎ٝ瑞꟦ך鍑匿 'POU0ˏ%POPWBO 7JFX%JSFDUJPO4FDPSE 8FC3FJOFDLF ぐرؠ؎ٝ걄㚖ח㔿剣ך濼陎 暴䗙ꆀ ׾欽ְגְ׷ 䧮ղך䩛岀כ⟣䠐ךرؠ؎ٝ瑞꟦ח黝欽〳腉 㼭㿊酔䊹㖩劤㣐➜✿⼧䆀⨳㣗խխ鋔鋙رؠ؎ٝ䱱稊ך׋׭ךؙٓؐسا٦ءؚٝ׾崞欽׃׋ػًٓة瑞꟦鍑匿խխ8*44
  25. 25. 纇遚鎘皾ח״׷رؠ؎ٝ瑞꟦ך鍑匿 'POU0ˏ%POPWBO 7JFX%JSFDUJPO4FDPSE 8FC3FJOFDLF ぐرؠ؎ٝ걄㚖ח㔿剣ך濼陎 暴䗙ꆀ ׾欽ְגְ׷ 䧮ղך䩛岀כ⟣䠐ךرؠ؎ٝ瑞꟦ח黝欽〳腉 㼭㿊酔䊹㖩劤㣐➜✿⼧䆀⨳㣗խխ鋔鋙رؠ؎ٝ䱱稊ך׋׭ךؙٓؐسا٦ءؚٝ׾崞欽׃׋ػًٓة瑞꟦鍑匿խխ8*44
  26. 26. 纇遚鎘皾ח״׷رؠ؎ٝ瑞꟦ך鍑匿 'POU0ˏ%POPWBO 7JFX%JSFDUJPO4FDPSE 8FC3FJOFDLF ぐرؠ؎ٝ걄㚖ח㔿剣ך濼陎 暴䗙ꆀ ׾欽ְגְ׷ 䧮ղך䩛岀כ⟣䠐ךرؠ؎ٝ瑞꟦ח黝欽〳腉 㼭㿊酔䊹㖩劤㣐➜✿⼧䆀⨳㣗խխ鋔鋙رؠ؎ٝ䱱稊ך׋׭ךؙٓؐسا٦ءؚٝ׾崞欽׃׋ػًٓة瑞꟦鍑匿խխ8*44
  27. 27. 䲿爙؎ٝةؿؑ٦أ %FTJHO(BMMFSJFT.BSLT #SBJOTUPSNGUFSFDUT 䲿爙ⰻ㺁ָ➂꟦ך繟涸䠬鋙ח㛇בְגְזְ 㼭㿊酔䊹㖩劤㣐➜✿⼧䆀⨳㣗խխ鋔鋙رؠ؎ٝ䱱稊ך׋׭ךؙٓؐسا٦ءؚٝ׾崞欽׃׋ػًٓة瑞꟦鍑匿խխ8*44
  28. 28. 䲿爙؎ٝةؿؑ٦أ %FTJHO(BMMFSJFT.BSLT #SBJOTUPSNGUFSFDUT 䲿爙ⰻ㺁ָ➂꟦ך繟涸䠬鋙ח㛇בְגְזְ 㼭㿊酔䊹㖩劤㣐➜✿⼧䆀⨳㣗խխ鋔鋙رؠ؎ٝ䱱稊ך׋׭ךؙٓؐسا٦ءؚٝ׾崞欽׃׋ػًٓة瑞꟦鍑匿խխ8*44
  29. 29. 䲿爙؎ٝةؿؑ٦أ %FTJHO(BMMFSJFT.BSLT #SBJOTUPSNGUFSFDUT 䲿爙ⰻ㺁ָ➂꟦ך繟涸䠬鋙ח㛇בְגְזְ 㼭㿊酔䊹㖩劤㣐➜✿⼧䆀⨳㣗խխ鋔鋙رؠ؎ٝ䱱稊ך׋׭ךؙٓؐسا٦ءؚٝ׾崞欽׃׋ػًٓة瑞꟦鍑匿խխ8*44
  30. 30. أٓ؎ت؎ٝةؿؑ٦أ رؠ؎ٝفٖؽُ٦׾〳鋔⻉ ꟼ鸬ر٦ة׾〳鋔⻉ 4JEF7JFXT5FSSZ 4DFOUFE8JEHFU8JMMFUU չ葺׃䝤׃պך〳鋔⻉דכזְ 剑黝⻉堣腉כזְ 㼭㿊酔䊹㖩劤㣐➜✿⼧䆀⨳㣗խխ鋔鋙رؠ؎ٝ䱱稊ך׋׭ךؙٓؐسا٦ءؚٝ׾崞欽׃׋ػًٓة瑞꟦鍑匿խխ8*44
  31. 31. أٓ؎ت؎ٝةؿؑ٦أ رؠ؎ٝفٖؽُ٦׾〳鋔⻉ ꟼ鸬ر٦ة׾〳鋔⻉ 4JEF7JFXT5FSSZ 4DFOUFE8JEHFU8JMMFUU չ葺׃䝤׃պך〳鋔⻉דכזְ 剑黝⻉堣腉כזְ 㼭㿊酔䊹㖩劤㣐➜✿⼧䆀⨳㣗խխ鋔鋙رؠ؎ٝ䱱稊ך׋׭ךؙٓؐسا٦ءؚٝ׾崞欽׃׋ػًٓة瑞꟦鍑匿խխ8*44
  32. 32. أٓ؎ت؎ٝةؿؑ٦أ رؠ؎ٝفٖؽُ٦׾〳鋔⻉ ꟼ鸬ر٦ة׾〳鋔⻉ 4JEF7JFXT5FSSZ 4DFOUFE8JEHFU8JMMFUU չ葺׃䝤׃պך〳鋔⻉דכזְ 剑黝⻉堣腉כזְ 㼭㿊酔䊹㖩劤㣐➜✿⼧䆀⨳㣗խխ鋔鋙رؠ؎ٝ䱱稊ך׋׭ךؙٓؐسا٦ءؚٝ׾崞欽׃׋ػًٓة瑞꟦鍑匿խխ8*44
  33. 33. رؠ؎ٝ瑞꟦ך鍑匿 㼭㿊酔䊹㖩劤㣐➜✿⼧䆀⨳㣗խխ鋔鋙رؠ؎ٝ䱱稊ך׋׭ךؙٓؐسا٦ءؚٝ׾崞欽׃׋ػًٓة瑞꟦鍑匿խխ8*44
  34. 34. رؠ؎ٝ瑞꟦ך鍑匿 4BNQMJOH 1BSBNFUFS4FUT (BUIFSJOH1BJSXJTF $PNQBSJTPOT TUJNBUJOH(PPEOFTT 7BMVFTPG1PJOUT TUJNBUJOH(PPEOFTT 7BMVFTPG1PJOUT 'JUUJOHB(PPEOFTT 'VODUJPO ػًٓةإحزך ؟ٝفؚٔٝ 挿꟦חֶֽ׷ 嫰鯰ر٦ةך ꧊ ぐ挿חֶֽ׷ (PPEOFTTך䱿㹀 鸬竲ꟼ侧פך ؿ؍حذ؍ؚٝ 鑫稢 Yuki Koyama, Daisuke Sakamoto, and Takeo Igarashi. 2014. Crowd-powered parameter analysis for visual design exploration. In Proceedings of the 27th annual ACM symposium on User interface software and technology (UIST '14). ACM, New York, NY, USA, 65-74. 㼭㿊酔䊹㖩劤㣐➜✿⼧䆀⨳㣗խխ鋔鋙رؠ؎ٝ䱱稊ך׋׭ךؙٓؐسا٦ءؚٝ׾崞欽׃׋ػًٓة瑞꟦鍑匿խխ8*44
  35. 35. رؠ؎ٝ瑞꟦ך鍑匿 4BNQMJOH 1BSBNFUFS4FUT (BUIFSJOH1BJSXJTF $PNQBSJTPOT TUJNBUJOH(PPEOFTT 7BMVFTPG1PJOUT TUJNBUJOH(PPEOFTT 7BMVFTPG1PJOUT 'JUUJOHB(PPEOFTT 'VODUJPO ػًٓةإحزך ؟ٝفؚٔٝ 挿꟦חֶֽ׷ 嫰鯰ر٦ةך ꧊ ぐ挿חֶֽ׷ (PPEOFTTך䱿㹀 鸬竲ꟼ侧פך ؿ؍حذ؍ؚٝ 鑫稢 Yuki Koyama, Daisuke Sakamoto, and Takeo Igarashi. 2014. Crowd-powered parameter analysis for visual design exploration. In Proceedings of the 27th annual ACM symposium on User interface software and technology (UIST '14). ACM, New York, NY, USA, 65-74. 㼭㿊酔䊹㖩劤㣐➜✿⼧䆀⨳㣗խխ鋔鋙رؠ؎ٝ䱱稊ך׋׭ךؙٓؐسا٦ءؚٝ׾崞欽׃׋ػًٓة瑞꟦鍑匿խխ8*44
  36. 36. رؠ؎ٝ瑞꟦ך鍑匿 4BNQMJOH 1BSBNFUFS4FUT (BUIFSJOH1BJSXJTF $PNQBSJTPOT TUJNBUJOH(PPEOFTT 7BMVFTPG1PJOUT TUJNBUJOH(PPEOFTT 7BMVFTPG1PJOUT 'JUUJOHB(PPEOFTT 'VODUJPO ػًٓةإحزך ؟ٝفؚٔٝ 挿꟦חֶֽ׷ 嫰鯰ر٦ةך ꧊ ぐ挿חֶֽ׷ (PPEOFTTך䱿㹀 鸬竲ꟼ侧פך ؿ؍حذ؍ؚٝ 鑫稢 Yuki Koyama, Daisuke Sakamoto, and Takeo Igarashi. 2014. Crowd-powered parameter analysis for visual design exploration. In Proceedings of the 27th annual ACM symposium on User interface software and technology (UIST '14). ACM, New York, NY, USA, 65-74. 㼭㿊酔䊹㖩劤㣐➜✿⼧䆀⨳㣗խխ鋔鋙رؠ؎ٝ䱱稊ך׋׭ךؙٓؐسا٦ءؚٝ׾崞欽׃׋ػًٓة瑞꟦鍑匿խխ8*44
  37. 37. رؠ؎ٝ瑞꟦ך鍑匿 4BNQMJOH 1BSBNFUFS4FUT 纇遚鎘皾 (BUIFSJOH1BJSXJTF $PNQBSJTPOT crowd workers TUJNBUJOH(PPEOFTT 7BMVFTPG1PJOUT TUJNBUJOH(PPEOFTT 7BMVFTPG1PJOUT 'JUUJOHB(PPEOFTT 'VODUJPO ػًٓةإحزך ؟ٝفؚٔٝ 挿꟦חֶֽ׷ 嫰鯰ر٦ةך ꧊ ぐ挿חֶֽ׷ (PPEOFTTך䱿㹀 鸬竲ꟼ侧פך ؿ؍حذ؍ؚٝ 鑫稢 Yuki Koyama, Daisuke Sakamoto, and Takeo Igarashi. 2014. Crowd-powered parameter analysis for visual design exploration. In Proceedings of the 27th annual ACM symposium on User interface software and technology (UIST '14). ACM, New York, NY, USA, 65-74. 㼭㿊酔䊹㖩劤㣐➜✿⼧䆀⨳㣗խխ鋔鋙رؠ؎ٝ䱱稊ך׋׭ךؙٓؐسا٦ءؚٝ׾崞欽׃׋ػًٓة瑞꟦鍑匿խխ8*44
  38. 38. رؠ؎ٝ瑞꟦ך鍑匿 4BNQMJOH 1BSBNFUFS4FUT (BUIFSJOH1BJSXJTF $PNQBSJTPOT 剑㼭✳⛦岀 TUJNBUJOH(PPEOFTT 7BMVFTPG1PJOUT TUJNBUJOH(PPEOFTT 7BMVFTPG1PJOUT 'JUUJOHB(PPEOFTT 'VODUJPO ػًٓةإحزך ؟ٝفؚٔٝ 挿꟦חֶֽ׷ 嫰鯰ر٦ةך ꧊ ぐ挿חֶֽ׷ (PPEOFTTך䱿㹀 鸬竲ꟼ侧פך ؿ؍حذ؍ؚٝ 鑫稢 Yuki Koyama, Daisuke Sakamoto, and Takeo Igarashi. 2014. Crowd-powered parameter analysis for visual design exploration. In Proceedings of the 27th annual ACM symposium on User interface software and technology (UIST '14). ACM, New York, NY, USA, 65-74. 㼭㿊酔䊹㖩劤㣐➜✿⼧䆀⨳㣗խխ鋔鋙رؠ؎ٝ䱱稊ך׋׭ךؙٓؐسا٦ءؚٝ׾崞欽׃׋ػًٓة瑞꟦鍑匿խխ8*44
  39. 39. رؠ؎ٝ瑞꟦ך鍑匿 4BNQMJOH 1BSBNFUFS4FUT (BUIFSJOH1BJSXJTF $PNQBSJTPOT TUJNBUJOH(PPEOFTT 7BMVFTPG1PJOUT TUJNBUJOH(PPEOFTT 7BMVFTPG1PJOUT 3#'酡꟦ 'JUUJOHB(PPEOFTT 'VODUJPO ػًٓةإحزך ؟ٝفؚٔٝ 挿꟦חֶֽ׷ 嫰鯰ر٦ةך ꧊ ぐ挿חֶֽ׷ (PPEOFTTך䱿㹀 鸬竲ꟼ侧פך ؿ؍حذ؍ؚٝ 鑫稢 Yuki Koyama, Daisuke Sakamoto, and Takeo Igarashi. 2014. Crowd-powered parameter analysis for visual design exploration. In Proceedings of the 27th annual ACM symposium on User interface software and technology (UIST '14). ACM, New York, NY, USA, 65-74. 㼭㿊酔䊹㖩劤㣐➜✿⼧䆀⨳㣗խխ鋔鋙رؠ؎ٝ䱱稊ך׋׭ךؙٓؐسا٦ءؚٝ׾崞欽׃׋ػًٓة瑞꟦鍑匿խխ8*44
  40. 40. ِ٦ؠ؎ٝةؿؑ٦أ 㼭㿊酔䊹㖩劤㣐➜✿⼧䆀⨳㣗խխ鋔鋙رؠ؎ٝ䱱稊ך׋׭ךؙٓؐسا٦ءؚٝ׾崞欽׃׋ػًٓة瑞꟦鍑匿խխ8*44
  41. 41. ؎ٝةؿؑ٦أ 4NBSU4VHHFTUJPO ؝ٝإفز չ葺׃䝤׃պך䞔㜠׾欽ְג䲿爙ⰻ㺁׾欰䧭 㼭㿊酔䊹㖩劤㣐➜✿⼧䆀⨳㣗խխ鋔鋙رؠ؎ٝ䱱稊ך׋׭ךؙٓؐسا٦ءؚٝ׾崞欽׃׋ػًٓة瑞꟦鍑匿խխ8*44
  42. 42. ؎ٝةؿؑ٦أ 4NBSU4VHHFTUJPO 植㖈ך㹋鄲 ٓٝتيח⦐ך رؠ؎ٝ׾欰䧭 挿侧ָ넝ְ⦐׾䲿爙 㼭㿊酔䊹㖩劤㣐➜✿⼧䆀⨳㣗խխ鋔鋙رؠ؎ٝ䱱稊ך׋׭ךؙٓؐسا٦ءؚٝ׾崞欽׃׋ػًٓة瑞꟦鍑匿խխ8*44
  43. 43. ؎ٝةؿؑ٦أ 7JT0QU4MJEFS 堣腉〳鋔⻉ 7JT
  44. 44. 剑黝⻉ 0QU xi xj xi xj 㼭㿊酔䊹㖩劤㣐➜✿⼧䆀⨳㣗խխ鋔鋙رؠ؎ٝ䱱稊ך׋׭ךؙٓؐسا٦ءؚٝ׾崞欽׃׋ػًٓة瑞꟦鍑匿խխ8*44
  45. 45. ؎ٝةؿؑ٦أ 7JT0QU4MJEFS 堣腉〳鋔⻉ 7JT
  46. 46. 剑黝⻉ 0QU xi xj xi xj 植㖈ך⦼ 㼭㿊酔䊹㖩劤㣐➜✿⼧䆀⨳㣗խխ鋔鋙رؠ؎ٝ䱱稊ך׋׭ךؙٓؐسا٦ءؚٝ׾崞欽׃׋ػًٓة瑞꟦鍑匿խխ8*44
  47. 47. ؎ٝةؿؑ٦أ 7JT0QU4MJEFS 堣腉〳鋔⻉ 7JT
  48. 48. 剑黝⻉ 0QU xi xj xi xj 㼭㿊酔䊹㖩劤㣐➜✿⼧䆀⨳㣗խխ鋔鋙رؠ؎ٝ䱱稊ך׋׭ךؙٓؐسا٦ءؚٝ׾崞欽׃׋ػًٓة瑞꟦鍑匿խխ8*44
  49. 49. ؎ٝةؿؑ٦أ 7JT0QU4MJEFS 堣腉〳鋔⻉ 7JT
  50. 50. 剑黝⻉ 0QU xi xj xi xj 㼭㿊酔䊹㖩劤㣐➜✿⼧䆀⨳㣗խխ鋔鋙رؠ؎ٝ䱱稊ך׋׭ךؙٓؐسا٦ءؚٝ׾崞欽׃׋ػًٓة瑞꟦鍑匿խխ8*44
  51. 51. ؎ٝةؿؑ٦أ 7JT0QU4MJEFS 堣腉〳鋔⻉ 7JT
  52. 52. 剑黝⻉ 0QU xi xj xi xj 㼭㿊酔䊹㖩劤㣐➜✿⼧䆀⨳㣗խխ鋔鋙رؠ؎ٝ䱱稊ך׋׭ךؙٓؐسا٦ءؚٝ׾崞欽׃׋ػًٓة瑞꟦鍑匿խխ8*44
  53. 53. ؎ٝةؿؑ٦أ 7JT0QU4MJEFS 堣腉〳鋔⻉ 7JT
  54. 54. 剑黝⻉ 0QU xi xj xi xj ِ٦ؠך箟꧊ 㼭㿊酔䊹㖩劤㣐➜✿⼧䆀⨳㣗խխ鋔鋙رؠ؎ٝ䱱稊ך׋׭ךؙٓؐسا٦ءؚٝ׾崞欽׃׋ػًٓة瑞꟦鍑匿խխ8*44
  55. 55. ؎ٝةؿؑ٦أ 7JT0QU4MJEFS 堣腉〳鋔⻉ 7JT
  56. 56. 剑黝⻉ 0QU xi xj xi xj 荈⹛锃眍 ِ٦ؠך箟꧊ 㼭㿊酔䊹㖩劤㣐➜✿⼧䆀⨳㣗խխ鋔鋙رؠ؎ٝ䱱稊ך׋׭ךؙٓؐسا٦ءؚٝ׾崞欽׃׋ػًٓة瑞꟦鍑匿խխ8*44
  57. 57. 黝欽⢽ 㼭㿊酔䊹㖩劤㣐➜✿⼧䆀⨳㣗խխ鋔鋙رؠ؎ٝ䱱稊ך׋׭ךؙٓؐسا٦ءؚٝ׾崞欽׃׋ػًٓة瑞꟦鍑匿խխ8*44
  58. 58. 黝欽⢽ $PMPS$PSSFDUJPO ⹛歗 ةأؙⱖ溪ך葿酡姻խػًٓة侧 㼭㿊酔䊹㖩劤㣐➜✿⼧䆀⨳㣗խխ鋔鋙رؠ؎ٝ䱱稊ך׋׭ךؙٓؐسا٦ءؚٝ׾崞欽׃׋ػًٓة瑞꟦鍑匿խխ8*44
  59. 59. ⹛歗 㼭㿊酔䊹㖩劤㣐➜✿⼧䆀⨳㣗խխ鋔鋙رؠ؎ٝ䱱稊ך׋׭ךؙٓؐسا٦ءؚٝ׾崞欽׃׋ػًٓة瑞꟦鍑匿խխ8*44
  60. 60. 黝欽⢽ $BNFSB-JHIU ⹛歗 㼭㿊酔䊹㖩劤㣐➜✿⼧䆀⨳㣗խխ鋔鋙رؠ؎ٝ䱱稊ך׋׭ךؙٓؐسا٦ءؚٝ׾崞欽׃׋ػًٓة瑞꟦鍑匿խխ8*44
  61. 61. 黝欽⢽ $BNFSB-JHIU ةأؙ 葺ְؽُ٦׾䱱ׅ ػًٓة侧 Y Z [ 僇׷ׁ Y Z [ 鋔ꅿ錬 㼭㿊酔䊹㖩劤㣐➜✿⼧䆀⨳㣗խխ鋔鋙رؠ؎ٝ䱱稊ך׋׭ךؙٓؐسا٦ءؚٝ׾崞欽׃׋ػًٓة瑞꟦鍑匿խխ8*44
  62. 62. ⹛歗 㼭㿊酔䊹㖩劤㣐➜✿⼧䆀⨳㣗խխ鋔鋙رؠ؎ٝ䱱稊ך׋׭ךؙٓؐسا٦ءؚٝ׾崞欽׃׋ػًٓة瑞꟦鍑匿խխ8*44
  63. 63. 黝欽⢽ 4IBEFS 颵䠬 ةأؙأذٖٝأ醡ך暟⡤ך鋅׋湡ךرؠ؎ٝ ⹛歗 㼭㿊酔䊹㖩劤㣐➜✿⼧䆀⨳㣗խխ鋔鋙رؠ؎ٝ䱱稊ך׋׭ךؙٓؐسا٦ءؚٝ׾崞欽׃׋ػًٓة瑞꟦鍑匿խխ8*44
  64. 64. 黝欽⢽ 4IBEFS 颵䠬 ةأؙأذٖٝأ醡ך暟⡤ך鋅׋湡ךرؠ؎ٝ 鐰⣣鯥ˑSFBMJTUJDBTTUBJOMFTT˒ ػًٓة侧 h)JTGPS)PNF FHأذٖٝأ 㼭㿊酔䊹㖩劤㣐➜✿⼧䆀⨳㣗խխ鋔鋙رؠ؎ٝ䱱稊ך׋׭ךؙٓؐسا٦ءؚٝ׾崞欽׃׋ػًٓة瑞꟦鍑匿խխ8*44
  65. 65. ⹛歗 㼭㿊酔䊹㖩劤㣐➜✿⼧䆀⨳㣗խխ鋔鋙رؠ؎ٝ䱱稊ך׋׭ךؙٓؐسا٦ءؚٝ׾崞欽׃׋ػًٓة瑞꟦鍑匿խխ8*44
  66. 66. 黝欽⢽ 邌䞔ٌرؚٔٝ #MFOETIBQFػًٓة锃眍ח״׏ג邌䞔׾ⵖ䖴ׅ׷䩛岀 ⹛歗 㼭㿊酔䊹㖩劤㣐➜✿⼧䆀⨳㣗խխ鋔鋙رؠ؎ٝ䱱稊ך׋׭ךؙٓؐسا٦ءؚٝ׾崞欽׃׋ػًٓة瑞꟦鍑匿խխ8*44
  67. 67. 黝欽⢽ 邌䞔ٌرؚٔٝ #MFOETIBQFػًٓة锃眍ח״׏ג邌䞔׾ⵖ䖴ׅ׷䩛岀 ٓٝتيז邌䞔ך⢽ קה׿וךرؠ؎ָٝ♶荈搫 㠨׸גְ׷ 鐰⣣鯥OBUVSBM OPUCSPLFO ػًٓة侧 㼭㿊酔䊹㖩劤㣐➜✿⼧䆀⨳㣗խխ鋔鋙رؠ؎ٝ䱱稊ך׋׭ךؙٓؐسا٦ءؚٝ׾崞欽׃׋ػًٓة瑞꟦鍑匿խխ8*44
  68. 68. ⹛歗 㼭㿊酔䊹㖩劤㣐➜✿⼧䆀⨳㣗խխ鋔鋙رؠ؎ٝ䱱稊ך׋׭ךؙٓؐسا٦ءؚٝ׾崞欽׃׋ػًٓة瑞꟦鍑匿խխ8*44
  69. 69. 黝欽⢽ 邌䞔ٌرؚٔٝ OPUOBUVSBM OBUVSBM 00..1155 00..3311 00..4499 00..6611 0.88 鋔鋙涸ח㧅䔲ז䱿㹀穠卓ָ䖤׵׸׋ 㼭㿊酔䊹㖩劤㣐➜✿⼧䆀⨳㣗խխ鋔鋙رؠ؎ٝ䱱稊ך׋׭ךؙٓؐسا٦ءؚٝ׾崞欽׃׋ػًٓة瑞꟦鍑匿խխ8*44
  70. 70. 黝欽⢽ 邌䞔ٌرؚٔٝ OPUOBUVSBM OBUVSBM 00..1155 00..3311 00..4499 00..6611 0.88 鋔鋙涸ח㧅䔲ז䱿㹀穠卓ָ䖤׵׸׋ 㼭㿊酔䊹㖩劤㣐➜✿⼧䆀⨳㣗խխ鋔鋙رؠ؎ٝ䱱稊ך׋׭ךؙٓؐسا٦ءؚٝ׾崞欽׃׋ػًٓة瑞꟦鍑匿խխ8*44
  71. 71. 黝欽⢽窟鎘ر٦ة $PMPS $PSSFDUJPO $BNFSB -JHIU 4IBEFS 'BDJBM YQSFTTJPO ػًٓة侧 鐰⣣鯥 HPPE HPPE SFBMJTUJD OBUVSBM 嫰鯰ر٦ة侧 さ鎘ꆃ겘 64% 64% 64% 64% さ鎘儗꟦ NJO NJO NJO NJO 㼭㿊酔䊹㖩劤㣐➜✿⼧䆀⨳㣗խխ鋔鋙رؠ؎ٝ䱱稊ך׋׭ךؙٓؐسا٦ءؚٝ׾崞欽׃׋ػًٓة瑞꟦鍑匿խխ8*44
  72. 72. 鐰⣣ 㼭㿊酔䊹㖩劤㣐➜✿⼧䆀⨳㣗խխ鋔鋙رؠ؎ٝ䱱稊ך׋׭ךؙٓؐسا٦ءؚٝ׾崞欽׃׋ػًٓة瑞꟦鍑匿խխ8*44
  73. 73. 鐰⣣鍑匿䩛岀  勲 XSU嫰鯰侧 ❛䊴嗚鏾 鑫稢 Yuki Koyama, Daisuke Sakamoto, and Takeo Igarashi. 2014. Crowd-powered parameter analysis for visual design exploration. In Proceedings of the 27th annual ACM symposium on User interface software and technology (UIST '14). ACM, New York, NY, USA, 65-74. 㼭㿊酔䊹㖩劤㣐➜✿⼧䆀⨳㣗խխ鋔鋙رؠ؎ٝ䱱稊ך׋׭ךؙٓؐسا٦ءؚٝ׾崞欽׃׋ػًٓة瑞꟦鍑匿խխ8*44
  74. 74. 鐰⣣ِ٦ؠ؎ٝةؿؑ٦أ ِ٦ؠأةر؍ ➂ך㷕欰חِ٦ؠ؎ٝةؿؑ٦أ׾⢪׏ג׮׵ֲ 4ZTUFN6TBCJMJUZ4DBMF#BOHPS ˑHPPE˒ WFSBHF 4% 鑫稢 Yuki Koyama, Daisuke Sakamoto, and Takeo Igarashi. 2014. Crowd-powered parameter analysis for visual design exploration. In Proceedings of the 27th annual ACM symposium on User interface software and technology (UIST '14). ACM, New York, NY, USA, 65-74. 㼭㿊酔䊹㖩劤㣐➜✿⼧䆀⨳㣗խխ鋔鋙رؠ؎ٝ䱱稊ך׋׭ךؙٓؐسا٦ءؚٝ׾崞欽׃׋ػًٓة瑞꟦鍑匿խխ8*44
  75. 75. 陽锷תה׭ 㼭㿊酔䊹㖩劤㣐➜✿⼧䆀⨳㣗խխ鋔鋙رؠ؎ٝ䱱稊ך׋׭ךؙٓؐسا٦ءؚٝ׾崞欽׃׋ػًٓة瑞꟦鍑匿խխ8*44
  76. 76. ٔىذ٦ءّٝ ! ةأָؙ㢌׻׷䏝חؙٓؐسا٦ءؚٝך װ׶湫׃ָ䗳銲 ! 鸬竲涸זػًٓةך׫黝欽〳腉 ꨄ侔涸זػًٓةכ♶〳 㼭㿊酔䊹㖩劤㣐➜✿⼧䆀⨳㣗խխ鋔鋙رؠ؎ٝ䱱稊ך׋׭ךؙٓؐسا٦ءؚٝ׾崞欽׃׋ػًٓة瑞꟦鍑匿խխ8*44
  77. 77. תה׭ ! ؼُ٦وٝ؝ٝؾُذ٦ءّٝח״׏ג ⟣䠐ךرؠ؎ٝ瑞꟦׾鍑匿ׅ׷䩛岀 ! رؠ؎ٝ䱱稊ך׋׭ך؎ٝةؿؑ٦أ 4NBSU4VHHFTUJPO 7JT0QU4MJEFS ! אך殯ז׷رؠ؎ٝ걄㚖ח黝欽 㼭㿊酔䊹㖩劤㣐➜✿⼧䆀⨳㣗խխ鋔鋙رؠ؎ٝ䱱稊ך׋׭ךؙٓؐسا٦ءؚٝ׾崞欽׃׋ػًٓة瑞꟦鍑匿խխ8*44
  78. 78. תה׭ ! ؼُ٦وٝ؝ٝؾُذ٦ءّٝח״׏ג ⟣䠐ךرؠ؎ٝ瑞꟦׾鍑匿ׅ׷䩛岀 ! رؠ؎ٝ䱱稊ך׋׭ך؎ٝةؿؑ٦أ 4NBSU4VHHFTUJPO 7JT0QU4MJEFS ! אך殯ז׷رؠ؎ٝ걄㚖ח黝欽 㼭㿊酔䊹㖩劤㣐➜✿⼧䆀⨳㣗խխ鋔鋙رؠ؎ٝ䱱稊ך׋׭ךؙٓؐسا٦ءؚٝ׾崞欽׃׋ػًٓة瑞꟦鍑匿խխ8*44
  79. 79. תה׭ ! ؼُ٦وٝ؝ٝؾُذ٦ءّٝח״׏ג ⟣䠐ךرؠ؎ٝ瑞꟦׾鍑匿ׅ׷䩛岀 ! رؠ؎ٝ䱱稊ך׋׭ך؎ٝةؿؑ٦أ 4NBSU4VHHFTUJPO 7JT0QU4MJEFS ! אך殯ז׷رؠ؎ٝ걄㚖ח黝欽 㼭㿊酔䊹㖩劤㣐➜✿⼧䆀⨳㣗խխ鋔鋙رؠ؎ٝ䱱稊ך׋׭ךؙٓؐسا٦ءؚٝ׾崞欽׃׋ػًٓة瑞꟦鍑匿խխ8*44
  80. 80. תה׭ ! ؼُ٦وٝ؝ٝؾُذ٦ءّٝח״׏ג ⟣䠐ךرؠ؎ٝ瑞꟦׾鍑匿ׅ׷䩛岀 ! رؠ؎ٝ䱱稊ך׋׭ך؎ٝةؿؑ٦أ 4NBSU4VHHFTUJPO 7JT0QU4MJEFS ! אך殯ז׷رؠ؎ٝ걄㚖ח黝欽 㼭㿊酔䊹㖩劤㣐➜✿⼧䆀⨳㣗խխ鋔鋙رؠ؎ٝ䱱稊ך׋׭ךؙٓؐسا٦ءؚٝ׾崞欽׃׋ػًٓة瑞꟦鍑匿խխ8*44
  81. 81. 鋔鋙رؠ؎ٝ䱱稊ך׋׭ך ؙٓؐسا٦ءؚٝ׾崞欽׃׋ػًٓة瑞꟦鍑匿 㼭㿊酔䊹խխ㖩劤㣐➜խխ✿⼧䆀⨳㣗
  82. 82. 㼭㿊酔䊹㖩劤㣐➜✿⼧䆀⨳㣗խխ鋔鋙رؠ؎ٝ䱱稊ך׋׭ךؙٓؐسا٦ءؚٝ׾崞欽׃׋ػًٓة瑞꟦鍑匿խխ8*44
  83. 83. $SPXETPVSDJOH)VNBO$PNQVUBUJPO )VNBO@ $SPXE1PXFSFE )VNBO$PNQVUBUJPO $PNQVUBUJPO@ $SPXETPVSDJOH $SPXETPVSDJOHBTLDSPXEXPSLFSTUPEPTPNFUBTLT )VNBO$PNQVUBUJPOBTTVNFIVNBOBTBQSPDFTTPS TFF2VJOOGPSEFUBJMT 㼭㿊酔䊹㖩劤㣐➜✿⼧䆀⨳㣗խխ鋔鋙رؠ؎ٝ䱱稊ך׋׭ךؙٓؐسا٦ءؚٝ׾崞欽׃׋ػًٓة瑞꟦鍑匿խխ8*44
  84. 84. .JDSP5BTLGPS$SPXETPVSDJOH 8IBUJTUIFHPPEOFTTTDPSF ✗OB®WFBQQSPBDI BTLBCTPMVUFWBMVF • EJDVMUUPDPOTJTUFOUMZBOTXFSFWFSZUJNF • EJFSFOUTDBMFGPSFBDIXPSLFS 㼭㿊酔䊹㖩劤㣐➜✿⼧䆀⨳㣗խխ鋔鋙رؠ؎ٝ䱱稊ך׋׭ךؙٓؐسا٦ءؚٝ׾崞欽׃׋ػًٓة瑞꟦鍑匿խխ8*44
  85. 85. .JDSP5BTLGPS$SPXETPVSDJOH ✔ QBJSXJTFDPNQBSJTPO 4FDPSE(JOHPME$IBVEPIVSJ 8IJDIJTCFUUFS FBTZGPSOPOFYQFSUT TVJUBCMFGPSDSPXETPVSDJOH 㼭㿊酔䊹㖩劤㣐➜✿⼧䆀⨳㣗խխ鋔鋙رؠ؎ٝ䱱稊ך׋׭ךؙٓؐسا٦ءؚٝ׾崞欽׃׋ػًٓة瑞꟦鍑匿խխ8*44
  86. 86. .JDSP5BTLGPS$SPXETPVSDJOH Which of the two images of OPVOis more BEKFDUJWF? ! For example, DMBVTF.! Please choose the most appropriate one from the 5 options below.! YBNQMFPGVTFSˏTTQFDJDBUJPO OPVO vegetables BEKFDUJWF good DMBVTF suppose that you had to choose one of these two images to appear in a magazine or product advertisement! 㼭㿊酔䊹㖩劤㣐➜✿⼧䆀⨳㣗խխ鋔鋙رؠ؎ٝ䱱稊ך׋׭ךؙٓؐسا٦ءؚٝ׾崞欽׃׋ػًٓة瑞꟦鍑匿խխ8*44
  87. 87. .JDSP5BTLGPS$SPXETPVSDJOH 2 㼭㿊酔䊹㖩劤㣐➜✿⼧䆀⨳㣗խխ鋔鋙رؠ؎ٝ䱱稊ך׋׭ךؙٓؐسا٦ءؚٝ׾崞欽׃׋ػًٓة瑞꟦鍑匿խխ8*44
  88. 88. 2VBMJUZ$POUSPM ˑ%VQMJDBUF˒BQQSPBDI4FDPSE (JOHPME $IBVEIVSJ 2 2 %FUFDUDPOUSBEJDUJPO 㼭㿊酔䊹㖩劤㣐➜✿⼧䆀⨳㣗խխ鋔鋙رؠ؎ٝ䱱稊ך׋׭ךؙٓؐسا٦ءؚٝ׾崞欽׃׋ػًٓة瑞꟦鍑匿խխ8*44
  89. 89. 2VBMJUZ$POUSPM ˑ%VQMJDBUF˒BQQSPBDI4FDPSE(JOHPME$IBVEIVSJ TLRVFTUJPOTSTU TLUIFTBNFRVFTUJPOTXJUIJQQFEBSSBOHFNFOUT *GBQBJSPGBOTXFSTJTDPOUSBEJDUFE EJTDBSEUIFN *GPWFSIBMGBOTXFSTBSFDPOUSBEJDUFE EJTDBSEBMMPGUIFN 㼭㿊酔䊹㖩劤㣐➜✿⼧䆀⨳㣗խխ鋔鋙رؠ؎ٝ䱱稊ך׋׭ךؙٓؐسا٦ءؚٝ׾崞欽׃׋ػًٓة瑞꟦鍑匿խխ8*44

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