• 検索結果がありません。

ビッグデータのオーナーシップに関する国際比較分析

N/A
N/A
Protected

Academic year: 2021

シェア "ビッグデータのオーナーシップに関する国際比較分析"

Copied!
8
0
0

読み込み中.... (全文を見る)

全文

(1)Vol.2013-DPS-156 No.19 Vol.2013-GN-89 No.19 Vol.2013-EIP-61 No.19 2013/9/13. ţęÌǨī¥ȅȓęĄ IPSJ SIG Technical Report.    

(2) >  $?2</ ƛʼnƒ”†  Ƴǘɪ†‡ ƙɽû†‡ ʌŇ\ Vˆ±Ƨ,¨;^ˆX{yeHG,Ƒòș*="%eˆ`ʥ¡Ù*:ě%ǟǶǷ*ěÝ% 6dQkƒYˆ,ʕä*=?,= )Ġʥ,eˆ` C<@nbReˆ`Dö?Ů '&@=. *)?ÔnjǬ2,ƘŔˈ6"%% @ƛȑ&-,nbReˆ`*6#C@Ʋԇɼ£#6?nbR eˆ`,MˆhˆXbr*ʮ%ƍȟƸ,LjÕŊ;ɴɱ,àĂ,ƅǨDɌ"ȩƢnbReˆ`,MˆhˆXb r*ʮ%-ŽƎȆ)ǚğeˆ`I d Xq)Ȉ¥DĮǧ@9*-nbReˆ`ÔnjǬ*ʮ%Åʑ ,MˆhˆXbr,ɩɳDʡŨ% Ŝɔ@'ÒƎ. The International Comparative Analysis of Ownership in Big Data TOMOYA HONJO† MAKOTO YOKOZAWA†‡ TAKAFUMI KINOSHITA†‡ In recent years, as the price of sensor devices decrease and social media widely spreads, the amount of data has been explosively increasing. Moreover, it becomes possible to handle such a large amount of data , so-called big data, by the evolution of technology. Thus, the expectation of utilizing big data is increasing. In this paper, we tried to organize and analyze legal systems and current discussions regarding ownership in big data. As a result, We found necessity to foster the common understanding of ownership in big data..  ʌŇ\ Vˆ±Ƨ,¨;^ˆX{yeHG,Ƒ ò*="%eˆ`ʥ¡Ù*:ě%ŵʇD %ěÝ %% @eˆ`ʥ-ŇǦ 40%&ěÝȬ2009 Ň > 2020 Ň,ʭ* 4 ¸*)@'ŻɜA% @[1]A *Ý Apache Hadoop *ŸɏA@= )Mˆr ^ˆ Z‡^pfJKG;þs aˆ >ްA@ɒć‡Vˆ nZ,¿ĮQJgU o|ˆdH R,Ƒò'':* ,= *ǟǶǷ*ě  C<@”nbReˆ`”DƯ )Îʤ&njǬ= '@ànjǶ*)"%2013 Ň 3 Ɩ,Oˆghˆ,ɯƤ*=@'42%, IT €ˆaˆ nbReˆ`*&*ŰʁD ,ɜǰ@'Ț % @6Ĭ¸ÈʯǶɏƍƛÊɁŪdz-JAPAN is BACK-,‘&:nbReˆ`,ÔnjǬ,ŻʕD‰# ,ɔȤ'%§ȴ$%

(3) ?ƘŔDij% @ ‰Ɗ&õʷAnbReˆ`Įʶ* A,:,& @, (,= )ÔǬúȻ&(,= )ɼ£ @, ' MˆhˆXbr*# %Åʑ,ɩɳ)  ¯ .ÀƍJR Ơƍƛ IC Nˆg“ʇÖ Suica ÔǬȺ, ʺʇ,“ʇĽƼDæāäŒ&ƍȔ*ް' Ġ)ɧ˃DĆE ƕȦǷ*ÔǬȺ >,Ġ)ôǶ* =? JR Ơƍƛ-ްD‰Ŋºƹ@D ))" ,= *—ƬȺ'‰ɃǎʀȺ,ʭ,ɩɳ,ʙ >n bReˆ`ÔnjǬʰİA@—¯&%% @6 nbReˆ`*-rIlXˆ,ċ˃:# %6C@Ġ ʥ,·›*ʮC@eˆ`Dö?Ů = *)"%@9 ADöŮ —ƬȺ,ɼ£:ʣĠ*)"%@'ȹ >A. @ đ 1 *ȇ= *ƍƛ*

(4) @ţęǕNj¢Ƅ -«Ň Ƴ. &?2012 ҌéƘ&ƌ* 954 ¢D Ƅ ţęǕNjƹ6>) . ţęǕNj¢Ƅ. 1.    . 1800 1600 1400 1200 1000 800 600 400 200 0. đ 1 ƍƛ*

(5) @ţęǕNj¢Ƅ,Żȍ Íūˍƍƛjbf„ˆQ\P|€dHê¥ţę\P|€dHI Xe f*ʮ@ɯƤęĄƔ2006 ŇŊǠ > 2012 ŇŊŒé ƘʒęǠ=?űȠ. † šʟĠīĠīʳţęīȅȓȋ  Graduate School of Informatics, Kyoto University ‡ ƥŌ¥ȈʤƝȮÿȅȓū Nomura Research Institute. E)‘ĒʶǷ*:eˆ`´ɶLjÕ,ɕǻđ>A % @2012 Ň 1 Ɩ*- EU ƌĪ,eˆ`´ɶŸ Dɖ ×*ƧŒ@‰Ƀeˆ`´ɶɖ×ƨDǶɏ6ȟ Ē&:MlwƃƲ 2012 Ň 2 Ɩ*ǎʀȺrIlXˆƲ ÔȕÇDǶɏ@)(·›eˆ`*ʮ@ǎʀȺ,ƲÔ Dŏä@àʅ"% @ þĒ,ȹ Ɗ; ɖÕ*-ł?eˆ`´ɶÕŊ-ɓʸ):,')"% @,= *nbReˆ`*6#C@ƲÔ;ɼ£# 6?nbReˆ`,MˆhˆXbr*-ŽƎȆ)ǚğ. ⓒ 2013 Information Processing Society of Japan. 1.

(6) Vol.2013-DPS-156 No.19 Vol.2013-GN-89 No.19 Vol.2013-EIP-61 No.19 2013/9/13. ţęÌǨī¥ȅȓęĄ IPSJ SIG Technical Report ,= )ǣLJ&-—ƬȺɇȲnbReˆ` DnjǬeˆ`I d Xq)Ȉ¥DĮǧ@',Ħ *)? +)   &ƛȑ&-LjÕŊ&ɖĭA@nbReˆ`, MˆhˆXbrDƎ> *@9*ĒʶǷ)ɗǚ > LjÕŊ;ɴɱ,àĂ*# %ƅǨ@. 2.2      2.2.1  &7  nbReˆ`*ƎȆ*ĭ6"ĭȷ-) ȾĠ)eˆ `DŸȇ%nbReˆ`'% @:, >ůɍ; ›Ɯ6&Dă9%ňȷ,nbReˆ`'% @:,: @,= )‘&[4]&-ƌĪ,‰ɃǷ)ůɍ&-Ȝ. 2.         

(7)  . Ǩ@'ďʹ)eˆ`ȶ' ĭȷÅʑɩɳ& @'% @6‰ɃǷ)ůɍ&ȜǨ@'ďʹ.  ƛȕ&-ȅȓ,Ķɷ&@nbReˆ`,MˆhˆX. )nbReˆ`,ǢŚ'%aR‡‚Iiˆ 2001 Ň*. br' ƭş*# %ʍ3@. ǶɏęĄƔDʅǓ*OˆfhˆȈ¡*ȇIJʥ. 2.1   

(8)    0 +. (Volume)Ȑ˅(Variety)ʒŊ(Velocity),ˌ#D%.  ‰Ƀ*MˆhˆXbr'-@ūƗ,Ķɷǡ*ʮ. @[4]. ,›@ -Lj›*Ķ%Ɍ® @ƲÔ'ɸ"% @ɼ£,ƞ(a bundle of rights and duties)&@[2]Mˆh. •. ˆXbr*# %Ǝ> *@' '-1),Ķɷ. ʥ(Volume) . ǡ-ɭ*ńĻ@, 2)(,= )Ʋԇɼ£@, ' ˋǚ*# %Ǝ> *@'&@¯'. ȾĠ)eˆ`ʥ,'ƄçdlIf >Ƅ t`lIf' ɕƊ:@[1]. •. %ɀıǬʇ,MˆhˆXbrDȹ @ɀıǬʇ,Mˆ. Ȑ˅(Variety) . ɻĜĽƼ)(,ƮʓäAeˆ` >dP. hˆXbr,ńĻÀ#6?Mˆhˆ-āȷ›&@'. Zf)(,ʻƮʓäAeˆ`6&Ȑ˅. ‰ɃǷ&@%,Mˆhˆ*-ʇDʖʈ@. ğƯ&@'. Ʋԝ,›ʖʈ@'DĦ@ƲÔĜ@ƲÔɵ ǐ@ƲÔɿÍƲÔ)( >A@‰Ɗȏʦ. •. ʒŊ(Velocity) . ǶǪ˂Ŋ;ƓƉ˂Ŋˈ '. Dȣ9@ɼ£ʇDĬÂȜǨ@ɼ£ɿÍĚÿ, ɼ£)(Dɸ '*)@6ĀĶɷǡ&"%:.  ʥD'> %7%:(,ȎŊ,VI[&A.n. MˆhˆXbr,ő-ǵ)@':@¯ .ʇD‰. bReˆ`), -ĭ6"%

(9) >ůɍ,ǂǔ*="%. ›&Â˄Ɓŭ"%ʄÁĚÿ-ëǤ&ʇDūƗ@. ĝä@:,&@ƛȑ&-A¡ŒnbReˆ`,ĭ. '*)?Mˆhˆ-ʇ*ʮC@Ġé,ƲÔDɌ®&@. ȷ*Ȕ!Á>Ʒȝ*

(10) %,ˌ#,ǢŚ*:'$. ɼ£:‰›&ɸ '*)@‰ƊʇDɓƄ›&ʄ. nbReˆ`*

(11) @MˆhˆXbr,ŽȆĮŢDʍ3%. ÁĚÿ-,ʇDÅĀūƗ@'*)?A. . A,Mˆhˆ-âŬ*ʇDĜ"?›*ʖʈ? @'-&) ĬÂȜǨ;y dh Z)(,ɸŴ. 2.2.2   

(12) . DÎŴ@'&@,= *ëǤMˆhˆXbr.  nbReˆ`,MˆhˆXbr,ċ˃,ūēDÀ4(,. ;ÅĀMˆhˆXbr' "ʙ *="%Ķɷǡ*Ķ. 3 #,ĻŢ*Ę$ɬƎ@. @ƲÔ;ɼ£ǵ)"%@.  ‰ǚǺ-eˆ`,ʥ*# %&@nbReˆ`,Ǣ.  A>-eˆ`DūƗ@' "Ěÿ*

(13) %:ĀƯ. Ś'%/'#/'#,eˆ`,±¹-ʻŅ*¨ :,. &@[3]&-¤ƬȧȳÈ&,eˆ`wjYy f,Ɔ. &@A>õʷA@'&Ġ)±¹Dŷ#=. ȼ

(14) %eˆ`,MˆhˆXbr,ƲÔʼ'%GQ. *)@'>A@eˆ`*ť@MˆhˆXb. \ZƲ;ØʴƲ¶ƺƲ' ":,D% @‰Ɗ&. r,ŏ-,:,*Ķ@±¹&DŽ6@»ʼ@9. ɼ£,ʼ&-eˆ`,ćʃȜǨɼ£;y`eˆ`,ȜǨɼ. õʷAɉȒA@'&±¹Dŷ#= *)"Ŗ. £)(D% @6eˆ`*ʮC@þʮ³Ⱥe. ,±¹*Ķ%þʮ³ȺMˆhˆXbrD’Ŏ@ú. ˆ`*Ķ%ť@MˆhˆXbr,ŏ-ƦƛǷ*-. ȻŢ@. ,eˆ`,ÔǬ >Ǫ7ÍA@þʮ³Ⱥ*'"%,±.  2 ǚǺ-eˆ`,Ȑ˅*# %&@nbReˆ`-. ¹,Ġ&DŽ6?Ư)ǗēǷ)ʮ³Ⱥeˆ`*ʮ. Ư)eˆ`^ˆZ >eˆ`DõʷGR€Tˆf%. C@njà2,þ,ɺǥ*Ę$eˆ`,MˆhˆXb. ÔǬ@Ěÿ@,= )Ěÿ*,nbReˆ. rD’Ŏ @'% @. `*-AA,eˆ`^ˆZ,Ư)ʮ³ȺʮC@ '*)?nbReˆ`DÔnjǬ@Ⱥ-AA, ʮ³Ⱥ,þeˆ`,MˆhˆXbr*ljŤ%ö?ŮC) A.)>) . ⓒ 2013 Information Processing Society of Japan. 2.

(15) Vol.2013-DPS-156 No.19 Vol.2013-GN-89 No.19 Vol.2013-EIP-61 No.19 2013/9/13. ţęÌǨī¥ȅȓęĄ IPSJ SIG Technical Report  3 ǚǺ-eˆ`,ʒŊ*# %&@eˆ`,ǶǪ˂. ɼ£,ʼ'%Ʒ,đ 2 *ȇ= ):,ȹ >A@. Ŋˈ ' '-þeˆ`,ްȺȫȬǷ*eˆ. ƲÔʼ. `¬Ũ‡õʷ*ʮC"% @' '*)@,=. ɼ£ʼ. )Ěÿ‰Ď‰Ď,ɺǥ-Ĺ)%:ȫȬǷ)ʮC?* ="%ްȺť@nbReˆ`2,ɺǥˈ6"% ƷȘ*MˆhˆXbrDť@= *)@úȻŢ ȹ >A@  ,= *ğ,ʮ³ȺAAǵ)"Ȑ˅‡Ŋ ÿ ,ɺǥD@'*="%Ǫ7ÍAeˆ`*=" %nbReˆ`ƮŨA% @9A>þʮ³Ⱥ AA,ȹ Ɗ*="%MˆhˆXbrD’Ŏ @ # ,nbReˆ`,SˆZDÎơǢĭAǗē ǷMˆhˆDɏ 1 *ȇ. ‡eˆ`ćʃ. ‡ĝƓ. ‡əơȩƢćʃ. ‡Øʴ. ‡rIlXˆ´ɶ. ‡ÔǬ. ‡GQ\Z´ɤ. ‡ɻĜ. ‡ɬƎ‡ʏƎŢ. ‡Ⱥ*ƲÔD @. ‡lbQGbr¬Ũ. ‡›,ƲÔDĦ@. )(. đ 2 nbReˆ`,MˆhˆXbr,Ʋԇɼ£. ɬƎ‡¯)(. Mˆhˆ ɐɘǑȺ. ‡\P|€dH. ‡ɓɒ. )(. ɏ 1 nbReˆ`,ǗēǷMˆhˆ ǗēǷ. ‡GQ\Z. 3.  /      . eˆ`äA@ţę,’ª;Ěū,ūƗȺ.  nbReˆ`*ă6A@eˆ`*-·›Ǫ7Íʄ. ¯)ǎʀȺ\ VˆɠȴĚū,ūƗȺ. ɾɞʧ;§ȴţęwIQƒqƒR,Űȑeˆ`' " ›Ǫ7Íeˆ`'ɀàɻĜƵ;ǪǫƵƩ)(*ȧ7. ¬ŨȺ. DŽĭȺ. eˆ`DÁÜ@Ⱥ. ʋ6A\ VˆǪ7Í C<@ M2M(Machine to. ¯)SNS }ˆWˆeˆ`ÁܟɌȺ. Machine)Ƿeˆ`6&Ư)Ȑ˅,eˆ`Īē@. õʷ@eˆ`;,ÔǬƊLj,DŽĭȺ ¯)JKqVˆnZ—ƬȺ. ,= )eˆ`*ʮʔ@LjÕŊ'%’*·›ţę´ ɶÕŊ'ȄǷɹǫ´ɶÕŊ, 2 ǚ>A@>*ƍƛ &-A*Ý ʑµ,ȌĴ)(ÝC@ƛȑ&-Ē. ´ƗȺ. eˆ`ƧȣAZf‚ˆY,´ƗȺ. ʶƿʉ,ǚ >, 2 ǚ*Ę$ nbReˆ`,Mˆ. ¯)VˆlˆŽ°Ⱥ. hˆXbrD’*ÔnjǬ%  —ƬȺ,ɗǚ > Ǝ> *@'Dɦ7@. VˆnZ/. eˆ`DöŮ ^pfJKG/VˆnZް. ^pfJK. Ⱥ. GްȺ. ¯)SaaS —ƬȺ. GR€. ɓƄ,eˆ`D6'9%ƗǬ)eˆ`\b. ʕ8‘&rIlXˆ,ìƵù.A@= *)". Tˆ`. fD¬Ũ@Ⱥ. 1970 ҟʾ >ÕĭA%·›ţę´ɶÕŊ,ƿʉ. ¯)µǬ¥Ȉ. DɌ Ěÿ*-ǫƬÓ;ţęöŮȺ,’ªÓ,ɖÕɌ. eˆ`. eˆ`ÎơȄɕDķÍVˆnZ,ްȺ. ÎơȺ. ¯)eˆ`ÎơŸɌƬȺ. eˆ`. eˆ`DʄÁ@Ⱥ/I\ Z@Ⱥ. 3.1   , %  :. ).  þĒ,·›ţę´ɶÕŊ-U o|ˆ`€]ˆX~ . CA% @ ( *'(6>ɀ’ɖÕ,ȞĐ\ XdHqŢ*=@´ɶ,ʙ ˉǺǷĞÔǬ;ǻȵɖĭ*ʮ @ɖĭ,Ɨǜ) ,ȎŊ)(ˉȁǺ3ǚ-ʻŅ *ğľ*C@[5],9îĴ&ãŶǷ)þĒƿʉ-ď. ްȺ/. ʹ&@. ʄÁȺ.  ƛȑ&-nbReˆ`,ÔnjǬDǺŸ‰ɃǷ)—Ƭ Ⱥ*'"%,MˆhˆXbrDƿʉ@'D’)ǺǷ'. ɏˊ&ȇMˆhˆ-‰#,’ªɓƄDŴ Ěÿ ?6Â%,SˆZ*

(16) %Īē@ɢ&-) )( Ŝ:ƎȆ*,ő&ɩɳ&@C&-) ǚ*DzŤ Ŝɔ&@  6nbReˆ`,MˆhˆXbr*ă6A@ƲÔ;. ⓒ 2013 Information Processing Society of Japan. LjÕŊ,ĩȥ)ǚ*-Ȕ!Á>þĒ,ÕŊªȡ, ʙ *DzŤ)>ãŶǷ)LjD‘ś*ƿʉ@ 3.2 6 5 ; 4  :. ).  eˆ`*ʮʔ@ȄǷɹǫ´ɶÕŊ'%-Ɉ¬Ʋ eˆ`sˆZƲČƬȌĴĊưǢɡ)(nbReˆ. 3.

(17) Vol.2013-DPS-156 No.19 Vol.2013-GN-89 No.19 Vol.2013-EIP-61 No.19 2013/9/13. ţęÌǨī¥ȅȓęĄ IPSJ SIG Technical Report `,MˆhˆXbr*ʮʔ@:,'%>A% @. ōĨĈ¥(FTC: Federal Trade Commission)D‘ś'%,. [6]. œÚDŴ"% @‰Ɗ&ƍƛ&-ǤȔȘ‹ȺƵʮ-.  ƛȑ&-nbReˆ`*ʮʔŏĒʶǷ*ʣɔ)ʙ. Īē’áĠȿþÎʤ*

(18) @ǹȂ’ª')"%. ,@Ɉ¬Ʋ;eˆ`sˆZƲ*# %ƿʉ@. @. 2013 Ň 5 Ɩ*ŨȔ C<@ĒǁǴüLj. ƨ&ɠȴA@Ǣĭ·›ţę´ɶĨĈ¥-LjŕƋɌŖˊ. 4. " $. ŇDǺÌ*Ǣĭ·›ţę¡Ğ,·›ţę*:,ǹȂ‡Ÿ. )2</. ķȞĐDň@'ƫɝA@•ĭ&?ǤȔȘ.  À4(p‚ˆx„ˆQ*Ę$ƍƛ'ȟĒEU. ‹ȺƵʮ'%,œÚDƘŔA% @. ,ÕŊ*# %ÎơDɌ ũĒ&@ƍƛ*Ý ȟ Ē' EU Dƿʉ@,-óƊ':ȨǏǷ*ʣɔ)Ĕė&. (2) ZUˆr. ?ȟĒ-rIlXˆƲ,Ƕȉ&@EU -þĒ,.  ˈŊ*jbf„ˆQäAȈ¥,‘*

(19) %·›e. eˆ`´ɶLjÕ*Ġ)ŒʽD %' "ǨǮ. ˆ`'%´ɶA@eˆ`,ȞĐ:ĝä%% @. >&@ɏ 2 *ƛȑ*

(20) @’)ÎơĶɷDʊ@. EU eˆ`´ɶŸ (¡ʱeˆ`´ɶŸ )&-´ɶA @3eˆ`DǢĭAɀǝ›6-ȜǨȺ@. ɏ 2 ÎơĶɷ. -A¡Ğ,ɀǝ›*ʮ@Â%,ţę·›eˆ`' %

(21) ?>*‰Ƀeˆ`´ɶɖ×ƨ(¡ʱɖ×ƨ)&-. ·›ţę´ɶ. ȄǷɹǫ´ɶ. ‡·›ţę´ɶLj. ‡Ɉ¬ƲLj. ĩșDÝ % @ȟĒ&-ǎʀȺrIlXˆƲÔ. ‡ȨǫǾOIgI . ‡ŽLjɌǛLj. ȕÇ(¡ƲÔʂÇ)*

(22) %·›eˆ`-Ǣĭ,·. ,¯ȇ,‘&ɳÓǴü§ȴeˆ`M I ɳÓ ƍƛ. ȟĒ. ‡ȮáǾmˆ^h. ›*ȩ0#(linkable)><@eˆ`&?Ǣĭ,U . eˆ`,ÔǬ‡Ǎʑ*. o|ˆ`;,,elIZ*ȩ0#:,:ă8'. ʮ@ȅȓ¥ęĄƔ. %

(23) ?,¯'%ZwˆfpL ;U o|ˆ`,. ‡ȟĒǎʀȺrIl. ‡Ɉ¬ƲLj. XˆƲÔʂÇ. ‡ȗ–Lj)(. @·›*ʮ@ţę&"%Őɨţę*ă6A@ǀā ǪŇƖƍ,,ɞʍș*=?Ǣĭ,·›DɳÓ@'. ‡ FTC  Protecting. &@:,& ,ţę'IJƏ*Ǟÿ@'&. Consumer Privacy in an. A*=?Ǣĭ,·›DɳÓ@'&@'')@. Era of Rapid Change. EU. ɳÓĩD% @ƍƛ,·›ţę´ɶLj&- ǪĪ. :,Dă8'?ZwˆfpL ș,ɳÓǴü6&ʑ. ‡eˆ`´ɶŸ . ‡ƸĿɈ¬ƲUˆg. Ņă6A% ) 'ȹ >A@ȮáǾ 2013 Ň 6 Ɩ*. ‡eˆ`´ɶɖ×ƨ. ‡eˆ`sˆZŸ . Ƕɏmˆ^heˆ`,ÔǬ‡Ǎʑ*ʮ@ȅȓ¥. ĒʶǷ. ‡OECD rIlXˆ‡. ‡WIPO Ɉ¬ƲƟȢ. ƣȧ7. OIgI )(. )(. ęĄƔ(¡mˆ^heˆ`ȅȓ¥ęĄƔ)&-Į ʃǷ·›ɳÓŢ' ƭş,:'·›,U o|ˆ`; ZwˆfpL ș,ɳÓţę:´ɶA @3'% @. 4.1   , %  :. ). (1) ÕŊªȡ  þĔė-·›ţę´ɶÕŊ,ªȡǵ)"% @ƍƛ -ǁʭʞʪ'ÃǷƵʮDAAÓ,Ljŕ&ɖÕ%

(24) ?>*Îʤ'*ĭ9>AOIgI *="%Ȫ DžA% @EU -ÃǷƵʮ'ǁʭʞʪD‰#,Ljŕ* ="%ɖÕ% @ĶǞǷ*ȟĒ&-ãŶǷ)LjŕĪēAA,Îʤ&·ÓLjDÕĭɖÕDɌ"%

(25) ?6ƬDZ,ɀ’ɖÕDʣE% @  Ș‹ȺǹȂƵʮÕŊ*# %:ʙ @EU -þĒ *ǤȔȘ‹ȺƵʮDɠȴ·›eˆ`ʚƺ*ö? ŮCA% @ DǹȂ@ƲʲD % @ȟĒ&-.  ÕŊŒ&ɖÕĶɷ')@·›eˆ`,öٗƬȺ*:Ʌ ņ,ʙ @EU ,ɖ×ƨ&-—ƬȺ,ɖƱ;öŮe ˆ`ʥ,ʙ *=@ʚǬʴĞ-)‰Ư*—ƬȺ;·› *ʚǬA@‰Ɗƍƛ,·›ţę´ɶLj-ö?Ů. ·›ţę,Ƅ,ÿɜʗïÄƖ¡È, A,ƍ*

(26) % :™èDʆ ) Ⱥ-ʴĞ@'%

(27) ?ȟĒ&-Ljŕ Œ&,ɖĭ&-) :,,FTC  2012 Ň 3 Ɩ*Í ‚vˆf Protecting Consumer Privacy in an Era of Rapid Change ,p‚ˆx„ˆQ,Ķɷ-ö?Ů eˆ`Ňʭ 5000 ›Î¡&\ XdHq&-)Ș‹Ⱥ*ް% ) —ƬȺ-ăE&

(28) >ĸɖƱ—ƬȺ2,ʗŊ)ɸŴ) = *ʠŦ)A% @. EU ,= )eˆ`´ɶ*ʮ@Ș‹ȺƵʮĪē@ɢ &-) ǎʀȺ´ɶD,œÚ,‰#'@ȟʔʝö. ⓒ 2013 Information Processing Society of Japan. (3) öŮȺ,ƲÔǷ»ʼ. 4.

(29) Vol.2013-DPS-156 No.19 Vol.2013-GN-89 No.19 Vol.2013-EIP-61 No.19 2013/9/13. ţęÌǨī¥ȅȓęĄ IPSJ SIG Technical Report  ğ,Ē&·›ţę´ɶLjÕ-OECD  1980 Ň*ǶɌ.  OECD rIlXˆ‡OIgI *@= *·›.  C<@ OECD rIlXˆ‡OIgI DðǞ. eˆ`,öŮȺ-ɼ£Dɸ 3&@'% @. %țĭA% @,9,‘,í×,‰#&. "%þĒ,´ɶÕŊ*

(30) %-öŮȺ*Ķ%. @ǺǷƎȆä,í×:þĒLjÕŊ*ö?ÁA>A% @. Ư)ȷáɮA% @&-nbReˆ`,. ƍƛ,·›ţę´ɶLj&-Șç™Ɵ&·›ţęDö?. IpVIQŒ,ŒǍ >Ǎ*Ă%ɼ£Dȹ @. Ů *Ő"%-,ÔǬ,ǺǷD&@ʲ?Ǣĭ) A.)>) 'ĭ9%

(31) ?>*ȘçÄƟ*

(32) %. (a) õʷƐ,ȷá. ǢĭAÔǬǺǷ,ʘŨ*Ŝɔ)ȞĐDʆ %·›.  ƍƛ,·›ţę´ɶLj; EU ɖ×ƨAA*

(33) %. ţęDö?Ů"%-)>) '% @6,ÔǬ. À4(ʍ3= *õʷƐ,ǺǷƎȆä',ʑȄȷá. ǺǷDĝƓ@'@ -> 9Ș‹ȺްD. $>A% @. ǺǷ'% ) Ěÿ*Ș‹Ⱥް@'*-ƛ›Ā.  EU ɖ×ƨ&->*ÔǬǺǷș*ʮeˆ`’ª. ŤŜɔ&@EU ɖ×ƨ*

(34) %-·›eˆ`,Ì. >ƎȇǷ*ĀŤDö@Ŝɔȷá$>A% @ƍƛ&. ǨƺŐ&@9*-> 9ƪǷ&ƎȇǷ)Ĺ. :mˆ^heˆ`ȅȓ¥ęĄƔ&-eˆ`,ƵřŢ. )':‰#¡Œ,ÔǬǺǷ*Ķ%ƛ›,ĀŤŜɔ&. ;õʷƐ,U dPZf',ʚÿŢ*="%-ƎȇǷ)Ā. ?,ÔǬǺǷ*ȃǽ) ȞĐ& ÌǨ%-). Ť,ŜɔŢDƫɝ% @. >) '% @‰ƊȟĒ,ƲÔȕÇ&-eˆ`’. ÔǬǺǷ  öŗ@eˆ`*ʮ%-ȟĒ; EU &-. ª-·›eˆ`DU dPZf*dž"ÔǬDƘŔ&@. *ĶÿǨǷ)ȞĐ*Õʲ3'%õʷÕʲDɮ. '%

(35) ?Ș‹Ⱥް*ʮ%:U dPZf*dž"%. % @ƍƛ,·›ţę´ɶLj&-õʷ&@eˆ`D. A.úȻ&@'əʢ&@. ÔǬǺǷ*Ŝɔ)ÿǨǷ)ȞĐ*Õʲ@ɖĭ-) 6.  ·›eˆ`DnbReˆ`'%ÔǬ@Ěÿ><. (E)eˆ`Dõʷ(,= )ÔǬD% @ *. @Ěÿ&·›DǢĭ% @Ŝɔ-) ¯ .zlI. # %C ?;GQ\Z; ʏƎŢ,@ƊLj. Ȗƚ,§ȴeˆ`ș >Ĕėƾ,›øǍÍÁDÎơ. &ɬƎ@ɼ£*# %-EU ɖ×ƨ'ȟĒƲÔȕÇ*. @' "ȪɜǷÔǬ&@,= )Ěÿ-·›,.

(36) %ɖĭ-@œ,'Bƍƛ,·›ţę´ɶLj*. rIlXˆD²İ@úȻŢ-¨ 'ȹ >A@. -)  )>mˆ^heˆ`ȅȓ¥ęĄƔ,. "ǚ*ʮ EU ɖ×ƨ&-æā&ްAɳӎú. ‘&-ʏƎŢ,Ȇ´*# %ɚòA% @. *)"eˆ`-ZUˆrĞ'3'%

(37) ?>*.  A>*Ý EU &-ɖ×ƨ&·›eˆ`,Ţʃ*=. eˆ`´ɶŸ Ș 29 Ɵ*Ę$ɠȴA% @ 29 Ɵ¬Ƭ. @€ZQ*Ş%·›eˆ`*ɌCA@ÌǨ,ŒʽDɥ. ʞ¥&-nbReˆ`,ÔǬSˆZD1)ţę,‘,¼. ±@ȷá(eˆ`´ɶŒʽɥ±)ĭ9>A% @. Ă;ǼʮDȄ@99,ÌǨ2)·›,čģ;Ź@ɂ )(DȄ@9,ÌǨ,˜#*åÓÙȺ,ÔǬ,Ě. (b) ÔǬ‡ȜǨƐ,ɼ£‡ȷá. ÿ-æāäÌǨ)(DƋ &ÔǬ@'&ȃ.  řĥ)łǵ-@Åʑ% @ǚ'%-eˆ`’. ǽ) ȞĐ'%ÔǬ @''Žɚ% @ƍ. ª,ƲÔ'%@ -öŮȺ,ȷá'%·›eˆ. ƛ&-·›ɳÓŢ,) ţę-rIlXˆ*->. `,GQ\Z‡ɛƺDúȻ*% @ǚ&@EU ;ȟ. ) '% @Ò¯?æāäAeˆ`*ʮ%. Ē*

(38) %-A>-eˆ`’ª,ƲÔ'%ĭ9>A. -ʑŅ·›ţę´ɶLj-ʚǬA) 'ɕ>A@. % @‰Ɗ&ƍƛ*

(39) %-6&:öٗƬȺ,. )>nbReˆ`*

(40) %-æāäA%:,. ȷá'%ɖĭA%

(41) ?ÿǨǷ)ǨǮA.Ş). ţę'#C@'&·›DɳÓúȻ*)@' ". ':úȻ')"%

(42) ?[7]ǎʀȺ,ƲÔ'%ŏɩ9. —¯:?Ŝ:æāäA >' "%·›. >A% @'6&-ɚ ) 6EU &-eˆ`Øʴ. ǢĭŽúȻ*)@C&-) 'ɚ @&mˆ^. ' ǚ& ŝAï>A@ƲÔDĭ9%

(43) ?·›-e. heˆ`ȅȓ¥ęĄƔ&- FTC *

(44) @ȹ ƊDðȹ. ˆ`öŮ,ĀŤDö?@'&öŮȺ´Ɨ. *%1)ʚÏ)æāäżȴDƋ% @'2)æāä. @·›eˆ`DØʴöŮȺȘ‹Ⱥް% Ěÿ. eˆ`DÊɳÓä) 'DȢƞ‡Ãɏ@'. -,eˆ`6&*:Øʴɔɰ,ßÜò1ǚ&·›,. 3)æāäeˆ`DȘ‹Ⱥ*ް@Ěÿ-ްÀ. ƲÔŏäA% @. ÊɳÓä@'DĢȢ&Ȋƹ@',ɔ¢Dǒ.  ,,Ǽʙǚ'%-EU ɖ×ƨ&-eˆ`´ɶ. '*="%·›ɳÓŢǜ :,'ÒƈÔnjǬúȻ. ǹȂȺ,ɠȴȷá;eˆ`vˆ`n€dHƲ)(ɖĭ. 'ȹ >A@'% @. A%

(45) ?ƍƛ;ȟĒ*

(46) %-ɕ>A) ǢŚ')"% @. (4) öŮȺ,ɼ£Ƿ»ʼ. ⓒ 2013 Information Processing Society of Japan. 5.

(47) Vol.2013-DPS-156 No.19 Vol.2013-GN-89 No.19 Vol.2013-EIP-61 No.19 2013/9/13. ţęÌǨī¥ȅȓęĄ IPSJ SIG Technical Report (c) ŋƪƐ‡ȭšƐ,ȷá‡ɼ£. ɒȸɢȸƨȽɄ,,ĝƓÃɋ*Ķ@ʠŃ.  eˆ`,ŋƪ' ʼ*ȁǺ@'ȟĒƲÔȕÇ&-. ʎµĺȇ:-Ãɋ,ʼÙ&,ĮǖDĮƋ@. ¤Ƭ-:-;Ŝɔ&-))"'ĬÂ*ŋƪ. ''A>Dɡɲ@',źǷƲÔDƗ@'. @ -ʻɳÓä)A.)>) '%

(48) ?EU ɖ. %

(49) ?‰Ŋ EU ėÈ&ɻĜeˆ`sˆZ*ʮ%-. ×ƨ&-ƼûǷȪɜǷñ-ȋīǷȅȓǺǷDʴ %Ô. ,ÊɻĜDU fƒˆ@ƲÔDġ '% @. ǬǺǷDʘŨŖ*´ŷ@'-ȊƹA% @  Žƺ‡ʙôƐ,ȵ×ɖĭ*ʮ%-ƍƛ-·›ţę´. (3) ƲÔÕʲ. ɶLj& 6 †Ɩ¡,ŧœ30 ŠÉ¡,ȵʦEU &-ʙ.  ȟĒ&-ãŶǷ)ƲÔÕʲɖĭ'%pKG‡}ˆZɖ. ô,SˆZ'*DZ,ĜŒˈ, 0.5%1%2%DŒʲ. ĭĪē@pKG‡}ˆZ'-ÔǬ,Ţʃ;ǺǷ). 6&'@ȵʦDɮ%

(50) ?ȟĒ&- FTC LjȘ 5 Ɵ*Ę. (Dʩ7Ãƺ)ÔǬ&A.Ɉ¬Ʋ,²İ*Ő>) '. $FTC ,ɑʥ&ȵʦ;ŸķD@'@. @‰ɃƟʿ&@EU *

(51) %-þĒ&ɖĭ,Ɨǜ.  Œɞ¡Ğ*- EU ɖ×ƨ&ʙôƐ,ęĄȷá'% 24. @ɆĒ-pKG‡}ˆZ'ƿ3;;ȞĐʲĭǷ. Ɛʭ¡È*ǹȂƵʮ*ʑȄ,ŖĶɷ,·›*ęĄ. )Ɵʿ'%pKG‡eHˆ€ RɖĭDĭ9%

(52) ?. @')(,ȷáɮ>A% @. ʻĊǬǺǷ,ȅȓ,eˆ`Îơ:²İ*Ő>) Ǭʐ' @')(ƫɝA% @ƍƛ-þ·ÓSˆZ. 4.2 6 5 ; 4  : (9  1       1 ). '*ƲÔÕʲ,Ɵ¢Dɖĭ%

(53) ?pKG‡}ˆZ,=.  Ɉ¬ƲÕŊ-Ɉ¬ǡ*Ɉ¬Ⱥș,ƲÔ,´ɶD- ?. )‰ɃƟʿ-ȴ % ) 2010 Ň,Ɉ¬ƲLjƂƺ*. :"%Ɔä,Ƕĺ*ij@'DǺǷ'% @Ɉ¬. ="%Îơ,9,Ɉ¬ǡ,ɓɒ-úȻ'A% @. Ʋ-ǯɰDŜɔ'¬ŨƐǚ&Ɉ¬Ⱥ*ƲÔ. 9eˆ`,:,Ɉ¬ǡ&@Ěÿ&-nbReˆ. Ǫ@:,&@. `'%Îơ@ÔnjǬ-ĘƛǷ*ċ˃) 'ȹ >A. (1) ´ɶ,Ķɷ. @.  eˆ`*# %,Ɉ¬ƲDȹ @'eˆ`,:,. Aeˆ`sˆZ,Ɉ¬ǡ*# %-,ʲ?&) . Ɉ¬ǡ&@Ěÿ'·,eˆ`,ʷÿª'%,eˆ. '?eˆ`Îơ,9*¬ŨAeˆ`sˆZ-Ô. `sˆZɈ¬ǡ&@Ěÿ'Dȹ @Ŝɔ@. Ǭ&) .  ţęəơDɌ Ⱥ,Ǭ*°@9*¬Ũ.  ·,eˆ`,Ɉ¬Ʋ*ʮ%þĒÕŊ,Ɉ¬ƲLj& ´ɶA@Ɉ¬ǡ*Ɵ¢'%Åʑ%Û¬ŢDɔǃ. (4) Û¬Ţ,) eˆ`,´ɶ. % @Û¬Ţ,@eˆ`'%-¯ .‰ɃǷ*.  nbReˆ`&-A>DƮŨ@eˆ`*Û¬Ţ. Web tˆY;qƒR,Űȑ;¤ƬÈ&¬ŨA@gP|. @SˆZ-Ĺ) C<@ë)@—Į&@pFQf. y f)(ǼŐ@'ȹ >A@. eˆ`&ƮŨA% @'ğ ,= )pFQf.  eˆ`sˆZ,Ɉ¬ƲDȹ @'ƍƛ,Ɉ¬ƲLj&-. &ƮŨAeˆ`sˆZ,´ɶ*ʮ%-EU &-e. eˆ`sˆZ&,ţę,ʛŲñ-ªȡǷ)ƮŨ*=". ˆ`sˆZŸ *

(54) %Ǥɀ,ƲÔ(sui generis)Dž@. %Û¬ŢDƗ@:,-Ɉ¬ǡ'%´ɶ@'%. ő&´ɶ% @,ƲÔ*="%eˆ`sˆZ,¬. @ȟĒ&-ȰʷɈ¬ǡ'%ƌĪ,ȤƜñ-eˆ`. ŨȺ-,eˆ`sˆZ,U d c,ÁŬƫɤñ-. DõʷȰŨ%¬ŨA@Ɉ¬ǡ&ȩƢ'%Ǫ@. ް, A *

(55) %ʃǷñ-ʥǷ*ǼŐ,ŰʁDɌ". ŐɨɈ¬ǡª'%Ɉ¬Ⱥ,¬Ũ*³@Û¬Ƿ)Ɉ¬. eˆ`sˆZ,ʣɔ)ʞÎ,ųÍÊÔǬDĦ@Ʋ. ǡ*)@= )ƊLj&,ƌĪ,ȤƜñ-eˆ`ʛŲ. ÔDƗ@. AɯƅAñ-ʠȴA% @:,Dɖĭ%

(56) ?. ‰Ŋ EU ėÈ&ɻĜeˆ`sˆZ*ʮ%-,Ê. EU eˆ`sˆZŸ &-,ʛŲ6-ʠÐ*="%ˉ. ɻĜDU fƒˆ@ƲÔDġ '% @‰Ɗƍ. ɈȺ,ȄǷÛ¬DƮŨ@eˆ`sˆZ-ˉɈ¬Ʋ*=@. ƛ;ȟĒ&-,= )eˆ`sˆZ*Ķ%ƲԞ. ´ɶD÷@'@= *ţę,ʛŲ'ƮŨ*Û¬Ţ. %

(57) >ŽƺɌǛLj;ȗ–Ljș&ýLjÒƈD%. Dɩ9>A@:,-(,Ĕė*

(58) %:‰Ư*´ɶA. @6ƍƛ&-(1)eˆ`sˆZ¬Ũ2,çÎ)Űʁ. @. (2)íĄʭ,ȗÿʮ³(3)ɓɒ,ɖƱĠɖƱ&@'. Û¬Ţ,@eˆ`sˆZ'ĀƯ*. "ǚÒ¯ŒŽLjɌǛɩĭ,ɔ¢'%ŸžA%

(59) (2) Ɉ¬Ⱥ,ƲÔ. ?[8]łƹ9ɰǃƲœ,'Bɩ9>A% ) '.  eˆ`;eˆ`sˆZ,Ɉ¬ǡ*ʮ%:‰ɃǷ*Ɉ. ǢŚ,‰#&@. ¬ǡ*ɩ9>A@ɓɒƲ;ˁŃƲș' ":,,źǷ ƲÔɩ9>A@. EU ,eˆ`sˆZŸ *

(60). %eˆ`sˆZɈ¬ǡ,Ɉ¬Ⱥ* >A@ƲÔ-ɓ. ⓒ 2013 Information Processing Society of Japan. 4.3 " $ = 2 <  8 '  ƭɘ%= *nbReˆ`,MˆhˆXbr-. 6.

(61) Vol.2013-DPS-156 No.19 Vol.2013-GN-89 No.19 Vol.2013-EIP-61 No.19 2013/9/13. ţęÌǨī¥ȅȓęĄ IPSJ SIG Technical Report ·›ţę´ɶÕŊ&·›,rIlXˆ'%,±¹D. ǚ:ğ ,9Åʑ,ɩɳƶĤ%

(62) ?¯ .ɏ. ·›*-ƲÔ'%öٗƬȺ*-ÕʲAƲÔ'ɼ. 3 *ȇ= )U p€Qfʅ% @. £'% % @6ȄǷɹǫ´ɶÕŊ&Űʁ;Þ ɏ 3 U p€Qf—¯. ÜD eˆ`*Ķ,¬ŨȺ*ƲÔDž% @ )>·›eˆ`*ʮ%ɕ%7@',. —¯. ċ˃,ūē. 2010 Ň : Amazon vs Blippy. Gw_ '}ˆWˆ,ˋȺ,. Blippy -ʄÁĊć‡Vˆn. f WQX~ *="%Ƕ. ZDÅƗ@VˆnZ&@. Ǫ@eˆ`*ʮ@U p. ʚÏ)ʻɳÓäÌǨDɌ '&·›eˆ`&-) :. Blippy -}ˆWˆ,ɡú,:'. €Qf&@,Ěÿ. ,'%ö?Ů 'ŽĉA% @JR Ơƍƛ,. Amazon ,ʄɾĽƼ*GQ\Z. Amazon ,VIf*´ȜA%. % A*ĶAmazon -. @ʄɾĽƼ*GQ\ZDɡ. GQ\Z,ºƹ'ʄɾĽƼ,Ø. ú@ƲÔD}ˆWˆëǤ. ʴDɔɰDɌ". &Ɍ®&@ ' ÔǬɡ. MˆhˆXbrLjÕŊ&ɖĭA@ -·›ɳÓŢ ɔ¢')"% @(,= )eˆ`·›eˆ`& @ *ʮ%--"?%

(63) >ǍàǷ&@6. Suica ,—¯*@= *,= )ÔǬDúȻ'@ '‰ɃǎʀȺ',ʭ&ÿŤD'A% @'-ɚ ) . ɲƲċ˃*)". 6ğ,Ěÿ·›ţę´ɶLjÕŊ*

(64) %Ǣĭ ÔǬǺǷ%ƺŐäA·›eˆ`*ʮ%ʻɳ. 2012 Ň : Instagram Ȉ. }ˆWˆ,ŰȑËȀeˆ. ÓäŒ&,ÔǬ-ɡɲDö"% ) ,&-) 'ȹ. Instagram -ǜƇ,ǰ½ÅƗVˆ. `*ʮC@MˆhˆXbr,. nZ&@Instagram Ȉ-. U p€Qf&@. >A@ǎʀȺ*=@ôǶǿʗ&) rIlX. Facebook ',eˆ`ÅƗDʬħ. InstagramFaceboook '}ˆW. ˆ€ZQDɩȄ%,:, ·›ɳÓŢ) eˆ`*. @,*¦ ÔǬɖȢDĝƓ. ˆ,ʭ&,ÔǬƲDŀ@ċ˃. Ķ%:rIlXˆ¡Ğ,)E> ,ƲÔŤɳ@. ĝƓÈIJ-}ˆWˆā€. &@Web VˆnZ¤Ƭ&. QËȀDňĄ*®Ǭ&@=. 6}ˆWˆDʷ9@'D. *Ƃɛ@:,. ",ĝ. Ș‰*ȴwj`I[-,. eˆ`Dö?Ů —ƬȺ,ɼ£ʼ&:ƍƛ;ȟĒ*ƿʉ. Ɠ*Ķ}ˆWˆ-ɀÎ,eˆ. Ŗ >' ȹ Ɗ,ze. %EU -‰Ư*ʻŅ*ʣ ɼ£Dɮ%

(65) ?(,=. `ňĄș*ÔǬA@'Š. &-«&wj`I[@ '. GNJ fʫʨ?ɣɟD. ƽʵ&}ˆWˆ',ʭ&. Ɍ ǙŒˇ')". ċ˃ʅ; . 2012 Ňˍp F ˆ Z f V ˆ l ˆ Ȉ. QJgŒ*nbReˆ`D. pFˆZfVˆlˆȈ-uZd. ˀ@Ěÿ,ÇĕǷ)ċ˃&. bReˆ`*ʮ%-ğ-ĢȢ*="%þʮ³Ⱥ,M. H RVˆnZDް% @. @ȫȬǷ)GQ\ZD´ɤ. ˆhˆXbrɖĭA@'ȹ >A@ŽçÎ)ǚ:. ¤Ƭ&@2012 Ň*ȜǨ@. @ɼ£;lbQGbrD¬. Vˆlˆȶ*Ķɫ"ƀ¬D. Ũ%

(66) ɼ£)(,ūē. 9 ' "'DƎ> *@Ŝɔ@6·›. )eˆ`*ʮ%(,ȎŊ,ɼ£D—ƬȺɸ 3 &@, ' ǚ&:Ġ)ʙ @  ƎȆ*LjÕŊ*="%MˆhˆXbrɖĭA) n. @¯ .nbReˆ`-ɉȒA% >@ -. Ɍ ˆį,eˆ`ǎġ%6". ŽƎȆ&"?ƺɩɳ. ůɍ,ʕƻ*=?Ɖ)ÔǬ±¹ɕ# @Ěÿ?. A*Ý ĞʞZf‚ˆY. A% ) —¯&@. õʷŐÑ-•ĭ) Ǭʐ&,ÔǬʬ A@Ěÿ@. *lbQGbr% ) )(. ,Ěÿ,ÔǬ*=@ȨǏǷÔǸ,ƲÔDŐÑ,ĢȢ. ,ʖǬ,ċ˃?Ř¾-ďʹ &"ȩƢ'%ˆį,nY. &ɖĭ%

(67) '-ʹ :A) 6ĢȢ-. jZ*ğĠ)ŒʽDò56. ȯȩ՗ȺʭDȱ@:,&@,9eˆ`wˆS. ". bfr‚IZ,= )—ƬDĺʬ@Ěÿ¯ .ɻĜÀ. 2013 Ň ˍ R ƒ ˆ l  e ˆ ` Ȉ. ·›ţęDö?Ů Ⱥ,ɼ£. &ǕNj%6"Ěÿș*Ș‹Ⱥeˆ`DÔǬ@. Rƒˆleˆ`Ȉ-zlI. ,?ƊŽƎȆ&@'. ˆ`ˆ,‚ `VˆnZD. &ʅċ˃&@Ǣ*ĬÂ. ް% @2013 Ň*DŽǏÌ. ȜǨȷá;ęĄȷá*ʮ@. `ɻĜA% @SˆZ&-ČƬȌĴ,ɔ¢,‰#&. Ǩ,9*ˀ "%  10 Š¢. ċ˃'ȹ >A@. @ȌĴȜǨŢǒA) 'ȹ >A@9ČƬȌ. ¡Œ:,ˆį,Q‚YbfNˆ. 'Dłƹ9@'-&) ,= *nbReˆ. Ĵ*=@´ɶ:ƘŔ* 6EU &-eˆ`s. g,eˆ`ǍÍ6"* : C>Ƕɏ6&,ˊ†Ɩ. ˆZŸ *

(68) %ėÈ&ɻĜeˆ`sˆZ,ÊɻĜ. ¡Œ, "%6 ĶŞ,6. -U fƒˆ&) 9eˆ`,ʄÁȺ,ÊɻĜD. ċ˃')". ƹ9@'-&>)@Ǎ*

(69) @nbReˆ` ,±¹DŐÑ,Mˆhˆ*ʜ¾@'-&) ''. ¡Œɏ&ȇ= *Åʑ,ɩɳ) 9*ċ˃Ǫ. )@,= *ǧɌ,ÕŊ&-nbReˆ`,ɻĜ. % @ƛȅȓ&- "ċ˃DəDŽ@9. ¾,ƲÔ'%-ŽçÎ):,&@ :A) . MˆhˆXbr,ÅʑɩɳDʡŨ@9,ȹ ƊDȇ. 5.         

(70)    # @. 'ǺŸ.  Îơ%= *nbReˆ`,MˆhˆXbr*. 6.  *  ( .. ʮ%-LjÕŊŒ:ğļǷ&ɓʸ&?Ǝ> &).  œŖƷ,ƽʵ'%·›eˆ`,MˆhˆXbr*ʮ. ⓒ 2013 Information Processing Society of Japan. 7.

(71) ţęÌǨī¥ȅȓęĄ IPSJ SIG Technical Report. Vol.2013-DPS-156 No.19 Vol.2013-GN-89 No.19 Vol.2013-EIP-61 No.19 2013/9/13. ‰ɃǎʀȺ*G SˆfɯƤDɌ MˆhˆXbr* ʮ@ŤɳDƎ> *Åʑ,ɩɳDʡŨ&@ȹ Ɗ Dȇ% %ȅȓ,ƕȦǺǷ'%ǧ牻 ʼ > ɥ±A% ) eˆ`,±¹DƎ> *M ˆhˆXbr*Ę$nbReˆ`,ƺą,ʁǫ±¹D ɥ±@ze,ʬǶD% 'DǺŸ% . !8-3 1) McKinsey Global Institute: Big data : The next frontier for innovation, competition, and productivity , 2011 2) Bergström Lars: The concept of ownership. Who Owns Our Genes? Proceedings of an International Conference, October 1999, Tallin, Estonia. The Nordic Committee on Bioethics, 2000 3) Loshin, D: Knowledge Integrity: Data Ownership, 2002 http://www.datawarehouse.com/article/?articleid=3052( 4) ĖǭȀǩ : nbReˆ`,Ɏſ—ŁĠ)eˆ`ŪdzDDŽ9 @, ƠNJȨǏÍǠ, 2012 5) ˈƴǮÔĩ:  Ɖ LjÕŊªȡ,ē? Ɗ*ʮ@—¯ȅȓ, ţęÌǨī¥ȅȓęĄ, vol.2010-EIP-47, No.9, pp.1-5, 2010/2/19 6) Kemp Little LLP : Big Data- Legal Rights and Obligations, 2013 7) ʺĩţęůɍǫƬê¥: EU eˆ`´ɶŸ Ƃĭ*ʮ@ɯ Ƥ‡ÎơęĄƔ, 2012 8) ©Ɋ­ʝ: eˆ`sˆZ,´ɶ'ȗ–ƃț-Û¬ŢDɔ¢' ) eˆ`sˆZ,´ɶ'ȗ–ƃțǷȹĵ-, ȄǷɹǫȅȓū, 2006. ⓒ 2013 Information Processing Society of Japan. 8.

(72)

参照

関連したドキュメント

The following proposition gives strong bounds on the probability of finding particles which are, at given times, close to the level of the maximum, but not localized....

We will give a different proof of a slightly weaker result, and then prove Theorem 7.3 below, which sharpens both results considerably; in both cases f denotes the canonical

Furthermore, we obtain improved estimates on the upper bounds for the Hausdorff and fractal dimensions of the global attractor of the TYC system, via the use of weighted Sobolev

(Recent result: Yes, but consistent quantum gravity is delicate.) Early universe cosmology: Observations of cosmic microwave background, maybe even earlier stages with

Amount of Remuneration, etc. The Company does not pay to Directors who concurrently serve as Executive Officer the remuneration paid to Directors. Therefore, “Number of Persons”

ISSJは、戦後、駐留軍兵士と日本人女性の間に生まれた混血の子ども達の救済のために、国際養子

を体現する世界市民の育成」の下、国連・国際機関職員、外交官、国際 NGO 職員等、

析の視角について付言しておくことが必要であろう︒各国の状況に対する比較法的視点からの分析は︑直ちに国際法