SlideShare une entreprise Scribd logo
1  sur  48
!"#$%&#'#"()*&#"+$(
 ,$"-..$%/0&#-%(
      1#&2(302-4&




           5*#6(70"89(:2;
!$%#-*(;0&0(3#%#%<(=%<#%$$*
!"#$%&"#

(>--/(*$6$0*"2$*6(0*$(-%(&-?(-'(&2$#*(<0.$
!



(@0*<$(0.-4%&(-'(*$6$0*"2(?*-/4"$/
!



(A08$6(&#.$(&-(<$&(0&(120&(B-4(%$$/
!




(C$+?(*$6$0*"2$*6(DB(*$"-..$%/#%<(*$+$E0%&(*$6$0*"2
!
FGH(.#++#-%I(46$*6J(&2$(KL(+0*<$6&(46$*(D06$6M
                            (N%#E$*6#&B(-'(O0.D*#/<$
                                  !&0%'-*/(N%#E$*6#&B
                                                   3PA
                                 N%#E$*6#&B(-'(3#"2#<0%
                                       C0*E0*/(N%#E$*6#&B
                                       N%#E$*6#&B(-'(QR'-*/
                                      !0-(:04+-(N%#E$*6#&B
                                    P.?$*#0+(O-++$<$(@-%/-%
                                      N%#E$*6#&B(-'(=/#%D4*<2
                                            O-*%$++(N%#E$*6#&B
                              N%#E$*6#&B(-'(O0+#'-*%#0(0&(S$*8$+$B
                                                      ,TAC()0"2$%
                                               O-+4.D#0(N%#E$*6#&B
                                                           >$-*<#0(A$"2
                                               N%#E$*6#&B(-'(T#6"-%6#%
                                                            NO((!0%(;#$<-
                                              N%#E$*6#&B(-'(O0+#'-*%#0(0&(@)
                                                        N%#E$*6#&B(-'(U+-*#/0

HL.(*$6$0*"2(0*&#"+$6                              N%#E$*6#&B(-'(V-*&2(O0*-+#%0
FGH(.#++#-%I(46$*6J(&2$(KL(+0*<$6&(46$*(D06$6M
                            (N%#E$*6#&B(-'(O0.D*#/<$
                                  !&0%'-*/(N%#E$*6#&B
                                                   3PA
                                 N%#E$*6#&B(-'(3#"2#<0%
        T$(%$$/(0(                     C0*E0*/(N%#E$*6#&B
                                       N%#E$*6#&B(-'(QR'-*/
    *$"-..$%/$*(&20&(                 !0-(:04+-(N%#E$*6#&B
  6"0+$6(4?9("-?#%<(1#&2(           P.?$*#0+(O-++$<$(@-%/-%
                                      N%#E$*6#&B(-'(=/#%D4*<2
   -4*(/0&0(0%/('4&4*$(                     O-*%$++(N%#E$*6#&B
                              N%#E$*6#&B(-'(O0+#'-*%#0(0&(S$*8$+$B
          <*-1&2                                      ,TAC()0"2$%
                                               O-+4.D#0(N%#E$*6#&B
                                                           >$-*<#0(A$"2
                                               N%#E$*6#&B(-'(T#6"-%6#%
                                                            NO((!0%(;#$<-
                                              N%#E$*6#&B(-'(O0+#'-*%#0(0&(@)
                                                        N%#E$*6#&B(-'(U+-*#/0

HL.(*$6$0*"2(0*&#"+$6                              N%#E$*6#&B(-'(V-*&2(O0*-+#%0
Y4$6&#-%6


(C-1(/-$6(302-4&W6(*$"-..$%/$*(1-*8X
!




(C-1(1$++(/-$6(#&(?$*'-*.(-4&(-'(&2$(D-RX
!




(C-1(1$++(/-$6(#&(?$*'-*.(0'&$*(6-.$(&4%#%<X
!
302-4&W6(
,$"-..$%/$*
>$%$*0&#%<(*$"-..$%/0&#-%6(
&2*-4<2(.0&*#R(.4+&#?+#"0&#-%

                                  A2#6(#6(#&$.ZD06$/(
                                  *$"-..$%/0&#-%6(06(
                                  6#.#+0*#&B(#6(D06$/(-%(
                                  #&$.69(%-&(46$*6

!"#$%&%'()$*%(!+,$'-$,%.,)$(%/!!&$0,)*$1)'!**)2/)"3!4
,$6$0*"2$*6
                                      !"#$%& '())(&* +$%,-*$%   .*/-0%




                    1023456$47
,$6$0*"2()*&#"+$6



                    1023456$4;



                      89:,$6,47



                      89:,$6,4;



                                  P%?4&([0++(46$*(?*$'$*$%"$6
,$6$0*"2$*6
                                      !"#$%& '())(&* +$%,-*$%   .*/-0%
                                                                         FGH3



                    1023456$47
,$6$0*"2()*&#"+$6



                    1023456$4;



                      89:,$6,47



                      89:,$6,4;
                                                                          ]LL3(
                                                                          ?*$'6

                                   HL3

                                  P%?4&([0++(46$*(?*$'$*$%"$6
,$6$0*"2$*6




                               ,$6$0*"2(
                               )*&#"+$6
#&$.G,$"-..$%/$*7-D
 FG(:*$?G(?*$'G(.0&*#R([FZ]
 KG(>$%G(6#.G(.0&*#R([^Z_
 ]G(34+&#?+B(.0&*#"$6([`ZFL               )++(N6$*(:*$'$*$%"$6(
                                               [#&$.(R(46$*
,$6$0*"2$*6




                                    ,$6$0*"2(
                                    )*&#"+$6
#&$.G,$"-..$%/$*7-D
 FG('(#)*$)(#+*$,&-(./$01234
 KG(>$%G(6#.G(.0&*#R([^Z_
 ]G(34+&#?+B(.0&*#"$6([`ZFL                    )++(N6$*(:*$'$*$%"$6(
                                                    [#&$.(R(46$*




                               ,$6$0*"2(        A4*#%<
                               )*&#"+$6




                               )(N6$*W6(:*$'$*$%"$6
                                  [#&$.(R(46$*
,$6$0*"2$*6




                                      ,$6$0*"2(
                                      )*&#"+$6
#&$.G,$"-..$%/$*7-D
   FG(:*$?G(?*$'G(.0&*#R([FZ]
   KG(5#6*$".,*$,&-(./$07284
   ]G(34+&#?+B(.0&*#"$6([`ZFL                    )++(N6$*(:*$'$*$%"$6(
                                                      [#&$.(R(46$*


                 ,$6$0*"2(
                 )*&#"+$6                         A4*#%<


             ;    7   <   <
                                 ,$6$0*"2(
,$6$0*"2(




                      <   <
                                 )*&#"+$6


             7    7
)*&#"+$6




             <    <   ;   ;
             <    <   ;   ;
            P&$.(!#.#+0*#&B(     )(N6$*W6(:*$'$*$%"$6
             [#&$.(R(#&$.          [#&$.(R(46$*
,$6$0*"2$*6




                                        ,$6$0*"2(
                                        )*&#"+$6
#&$.G,$"-..$%/$*7-D
   FG(:*$?G(?*$'G(.0&*#R([FZ]
   KG(>$%G(6#.G(.0&*#R([^Z_
   3*$9:;-.);<$,&-(.=#"$0>21?4                      )++(N6$*(:*$'$*$%"$6(
                                                        [#&$.(R(46$*


                 ,$6$0*"2(
                 )*&#"+$6                           A4*#%<                        A4*#%<


             ;    7   <   <




                                                                      ,$6$0*"2(
                                   ,$6$0*"2(
,$6$0*"2(




                      <   <
                                   )*&#"+$6




                                                                      )*&#"+$6
             7    7
)*&#"+$6




             <    <   ;   ;    =                               >
             <    <   ;   ;
            P&$.(!#.#+0*#&B(       )(N6$*W6(:*$'$*$%"$6                  ,$"-..$%/0&#-%6
             [#&$.(R(#&$.            [#&$.(R(46$*                        [#&$.(R(46$*
C-1(1$++(/-$6
     #&(1-*8X
3$%/$+$B(!4<<$6&
,4%%#%<(-%().0a-%W6(=+06&#"(30?(,$/4"$




                ?%4@*2(%@4",*4(%@4*(,:4-0460,-
302-4&W6
V-*.0+#6$/().0a-%(C-4*6          :$*'-*.0%"$




                          V-G(>--/(,$"-..$%/0&#-%6bFL
302-4&W6
               O-6&+B(c(S0/
V-*.0+#6$/().0a-%(C-4*6              :$*'-*.0%"$            O-6&+B(c(>--/




           O2$0?(c(S0/        V-G(>--/(,$"-..$%/0&#-%6bFL   O2$0?(c(>--/
302-4&W6
               O-6&+B(c(S0/
V-*.0+#6$/().0a-%(C-4*6              :$*'-*.0%"$            O-6&+B(c(>--/




           O2$0?(c(S0/        V-G(>--/(,$"-..$%/0&#-%6bFL   O2$0?(c(>--/
302-4&W6
               O-6&+B(c(S0/
V-*.0+#6$/().0a-%(C-4*6              :$*'-*.0%"$            O-6&+B(c(>--/




           O2$0?(c(S0/        V-G(>--/(,$"-..$%/0&#-%6bFL   O2$0?(c(>--/
302-4&W6
               O-6&+B(c(S0/        :$*'-*.0%"$           O-6&+B(c(>--/
                          `5
V-*.0+#6$/().0a-%(C-4*6


                          _5

                          H5

                          ^5

                          ]5

                          K5

                          F5

                           L
                       LGH     L
                               F      FGH   K      KGH         ]
           O2$0?(c(S0/   V-G(>--/(,$"-..$%/0&#-%6bFL     O2$0?(c(>--/
302-4&W6
               O-6&+B(c(S0/          :$*'-*.0%"$         O-6&+B(c(>--/
                          `5
                                   _GH59(FGH
V-*.0+#6$/().0a-%(C-4*6


                          _5       Q*#<G(#&$.ZD06$/


                          H5

                          ^5

                          ]5

                          K5

                          F5

                           L
                       LGH     L
                               F      FGH   K      KGH         ]
           O2$0?(c(S0/   V-G(>--/(,$"-..$%/0&#-%6bFL     O2$0?(c(>--/
@$&W6(&4%$(#&d
1*$@#A:=#$)(B=#"".6C$-.,#

D*$E,)(BF#$G:&;.-<
1*$@#A:=#$)(B=#"".6C$-.,#
(302-4&W6(*$"-..$%/$*(#6(0+*$0/B($''#"#$%&
!


!
    (S4&(B-4*(/0&0(.0B(20E$(4%4640+(?*-?$*&#$6
!
    (C0/--?(.0B(%$$/(0(2$+?#%<(20%/
!
    (@$&W6(6$$(120&W6(<-#%<(-%GGG
A068()++-"0&#-%              AB490"#,4-046023C*-*




    74#*@"6*#4(CC06(-*@D4@*,3$-*49(E$%&4FG4(E($C()C*HHH
A068()++-"0&#-%

)++-"0&#%<(.-*$(*$/4"$*6(-%(0(?$*(e-D(D06#6

                I0)H&*-10%J$&"#(-$0%KLH,*-Q%-K
                    M2(3#*@H#*@"6*H-(,R,MD
                    %"2S*@"6*#,LP



)++-"0&#%<(.-*$(.0??$*6(-%(0(?$*(e-D(D06#6

                I0)H&*-10%J$&"#(-$0%KLH,*-K
                    M2(3#*@H2(NH,3C$-H,$O*MD
                    5-#$%&HE(C"*?JK,3C$-5$O*LLP
A068()++-"0&#-%   AB490"#,4-046023C*-*
                      7F490"#,




                      T#02474U4F<4
                      #*@"6*#,
:0*&#&#-%$*6   7F490"#,4-046023C*-*
:0*&#&#-%$*6   7F490"#,4-046023C*-*

                                      HI?JK




                            HI??9K
Q%3"-5(23C*#H5(23C*#VQ%-W#$-()C*D4!*N-X4,(23C*#4>
      !"#4Q%3"-5(23C*#HS(%@025(23C*#VQ%-W#$-()C*D4!*N-XKHHHLP
  Q%3"-5(23C*#H/#$-*8(#-$-$0%T$C*K60%JD4,(23C*#LP
  60%JH,*-8(#-$-$0%*#1C(,,K!0-(C?#@*#8(#-$-$0%*#H$%&''LP




2&&?Mbb111G?2#+#??$0/e#.0%G"-.bD+-<bKLLfbFKbKLb20/--?Z&4&-*#0+Z
6$*#$6Z#664$ZKZ<$&&#%<Z6&0*&$/Z1#&2Z"46&-.#a$/Z?0*&#&#-%#%<b
:0*&#&#-%$*6        7F490"#,4-046023C*-*
                   ;490"#,




               +E*%C:4
               @$,-#$)"-*@
302-4&W6
               O-6&+B(c(S0/          :$*'-*.0%"$         O-6&+B(c(>--/
                          `5
                                   _GH59(FGH
V-*.0+#6$/().0a-%(C-4*6


                          _5       Q*#<G(#&$.ZD06$/


                          H5

                          ^5

                          ]5

                          K5

                          F5

                           L
                       LGH     L
                               F      FGH   K      KGH         ]
           O2$0?(c(S0/   V-G(>--/(,$"-..$%/0&#-%6bFL     O2$0?(c(>--/
302-4&W6
               O-6&+B(c(S0/              :$*'-*.0%"$      O-6&+B(c(>--/
                          `5
                                       _GH59(FGH
V-*.0+#6$/().0a-%(C-4*6


                          _5           Q*#<G(#&$.ZD06$/


                          H5

                          ^5

                          ]5           O46&G(#&$.ZD06$/
                                   !
                                       KG^59(FGH
                          K5

                          F5

                           L
                       LGH     L
                               F      FGH   K      KGH          ]
           O2$0?(c(S0/   V-G(>--/(,$"-..$%/0&#-%6bFL      O2$0?(c(>--/
302-4&W6
               O-6&+B(c(S0/              :$*'-*.0%"$              O-6&+B(c(>--/
                          `5
                                       _GH59(FGH
V-*.0+#6$/().0a-%(C-4*6


                          _5           Q*#<G(#&$.ZD06$/


                          H5
                                                          27*1J
                                                          083L4
                          ^5

                          ]5           O46&G(#&$.ZD06$/
                                   !
                                       KG^59(FGH
                          K5

                          F5

                           L
                       LGH     L
                               F      FGH   K      KGH                  ]
           O2$0?(c(S0/   V-G(>--/(,$"-..$%/0&#-%6bFL              O2$0?(c(>--/
D*$E,)(BF#$G:&;.-<
!
    (302-4&(?*-E#/$6(#&$.ZD06$/(OU
(T$(20E$(.0%B(.-*$(#&$.6(&20%(46$*6
!


!
    (AB?#"0++B9(46$*ZD06$/(#6(.-*$(0??*-?*#0&$
    !
        !-(+$&W6(.08$(-%$d
,$6$0*"2$*6




                                        ,$6$0*"2(
                                        )*&#"+$6
#&$.G,$"-..$%/$*7-D
   FG(:*$?G(?*$'G(.0&*#R([FZ]
   KG(>$%G(6#.G(.0&*#R([^Z_
   ]G(34+&#?+B(.0&*#"$6([`ZFL                      )++(N6$*(:*$'$*$%"$6(
                                                        [#&$.(R(46$*


                 ,$6$0*"2(
                 )*&#"+$6                           A4*#%<                        A4*#%<


             ;    7   <   <




                                                                      ,$6$0*"2(
                                   ,$6$0*"2(
,$6$0*"2(




                      <   <
                                   )*&#"+$6




                                                                      )*&#"+$6
             7    7
)*&#"+$6




             <    <   ;   ;    =                               >
             <    <   ;   ;
            P&$.(!#.#+0*#&B(       )(N6$*W6(:*$'$*$%"$6                  ,$"-..$%/0&#-%6
             [#&$.(R(#&$.            [#&$.(R(46$*                        [#&$.(R(46$*
,$6$0*"2$*6


   :"#(




                                          ,$6$0*"2(
                                          )*&#"+$6
   #&$.G,$"-..$%/$*7-D
      FG(:*$?G(?*$'G(.0&*#R([FZ]
      KG(>$%G(6#.G(.0&*#R([^Z_
      ]G(34+&#?+B(.0&*#"$6([`ZFL                     )++(N6$*(:*$'$*$%"$6(
                                                          [#&$.(R(46$*

                @#"#&(=N#("
                  ,$6$0*"2(
                  )*&#"+$6                            A4*#%<                        A4*#%<


               ;    7   <   <
@#"#&(=N#("




                                                                        ,$6$0*"2(
                                     ,$6$0*"2(
  ,$6$0*"2(




                        <   <
                                     )*&#"+$6




                                                                        )*&#"+$6
               7    7
  )*&#"+$6




               <    <   ;   ;    =                               >
               <    <   ;   ;
              P&$.(!#.#+0*#&B(       )(N6$*W6(:*$'$*$%"$6                  ,$"-..$%/0&#-%6
               [#&$.(R(#&$.            [#&$.(R(46$*                        [#&$.(R(46$*
     !"#($M.,.;&(.-<$0:"#($/$:"#(4
302-4&W6
               O-6&+B(c(S0/              :$*'-*.0%"$      O-6&+B(c(>--/
                          `5
                                       _GH59(FGH
V-*.0+#6$/().0a-%(C-4*6


                          _5           Q*#<G(#&$.ZD06$/


                          H5

                          ^5

                          ]5           O46&G(#&$.ZD06$/
                                   !
                                       KG^59(FGH
                          K5

                          F5

                           L
                       LGH     L
                               F      FGH   K      KGH          ]
           O2$0?(c(S0/   V-G(>--/(,$"-..$%/0&#-%6bFL      O2$0?(c(>--/
302-4&W6
               O-6&+B(c(S0/              :$*'-*.0%"$                        O-6&+B(c(>--/
                          `5
                                       _GH59(FGH
V-*.0+#6$/().0a-%(C-4*6


                          _5           Q*#<G(#&$.ZD06$/


                          H5

                          ^5

                          ]5           O46&G(#&$.ZD06$/
                                   !
                                       KG^59(FGH
                          K5
                                                              Q*#<G(46$*ZD06$/
                          F5
                                                          !
                                                              F59(KGH


                           L
                       LGH     L
                               F      FGH   K      KGH                            ]
           O2$0?(c(S0/   V-G(>--/(,$"-..$%/0&#-%6bFL                         O2$0?(c(>--/
302-4&W6
               O-6&+B(c(S0/              :$*'-*.0%"$                        O-6&+B(c(>--/
                          `5
                                       _GH59(FGH
V-*.0+#6$/().0a-%(C-4*6


                          _5           Q*#<G(#&$.ZD06$/


                          H5

                          ^5

                          ]5           O46&G(#&$.ZD06$/
                                                          P1$08>L4
                                   !
                                       KG^59(FGH
                          K5              21*7J
                                                              Q*#<G(46$*ZD06$/
                                          0IOL4
                          F5
                                                          !
                                                              F59(KGH


                           L
                       LGH     L
                               F      FGH   K      KGH                            ]
           O2$0?(c(S0/   V-G(>--/(,$"-..$%/0&#-%6bFL                         O2$0?(c(>--/
302-4&W6
               O-6&+B(c(S0/              :$*'-*.0%"$                      O-6&+B(c(>--/
                          `5
                                       _GH59(FGH
V-*.0+#6$/().0a-%(C-4*6


                          _5           Q*#<G(#&$.ZD06$/


                          H5

                          ^5

                          ]5           O46&G(#&$.ZD06$/
                                   !
                                       KG^59(FGH
                          K5
                                                            Q*#<G(46$*ZD06$/
                          F5
                                                          !
                                                            F59(KGH
                                                            O46&G(46$*ZD06$/
                                                          !
                                                            LG]59(KGH
                           L
                       LGH     L
                               F      FGH   K      KGH                          ]
           O2$0?(c(S0/   V-G(>--/(,$"-..$%/0&#-%6bFL                       O2$0?(c(>--/
302-4&W6
               O-6&+B(c(S0/              :$*'-*.0%"$                   O-6&+B(c(>--/
                          `5
                                       _GH59(FGH
V-*.0+#6$/().0a-%(C-4*6


                          _5           Q*#<G(#&$.ZD06$/


                          H5
                                                          27*1J
                                                          083L4
                          ^5

                          ]5           O46&G(#&$.ZD06$/
                                   !
                                       KG^59(FGH
                          K5
                                                         Q*#<G(46$*ZD06$/
                          F5                             F59(KGH
                                                           !


                                                  2?*>J  O46&G(46$*ZD06$/
                                                  0>?L4 !LG]59(KGH
                           L
                       LGH     L
                               F      FGH   K      KGH                       ]
           O2$0?(c(S0/   V-G(>--/(,$"-..$%/0&#-%6bFL                    O2$0?(c(>--/
302-4&W6
               O-6&+B(c(S0/              :$*'-*.0%"$                      O-6&+B(c(>--/
                          `5                              P1$08>L4
                                       _GH59(FGH
V-*.0+#6$/().0a-%(C-4*6


                          _5           Q*#<G(#&$.ZD06$/


                          H5

                          ^5
                                                                     28*DJ
                                                                     0QIL4
                          ]5           O46&G(#&$.ZD06$/
                                   !
                                       KG^59(FGH
                          K5
                                                            Q*#<G(46$*ZD06$/
                          F5
                                                          !
                                                            F59(KGH
                                                            O46&G(46$*ZD06$/
                                                          !
                                                            LG]59(KGH
                           L
                       LGH     L
                               F      FGH   K      KGH                          ]
           O2$0?(c(S0/   V-G(>--/(,$"-..$%/0&#-%6bFL                       O2$0?(c(>--/
O-%"+46#-%6
%B6=;:".B6"

(302-4&(#6(/-#%<(0(<*$0&(e-D(-'(?-1$*#%<(3$%/$+$B(!4<<$6&
!


    !
        @0*<$(6"0+$(/0&0(6$&
    !
        >--/(g40+#&B(*$"-..$%/0&#-%6
(A4%#%<(2$+?6
!


    !
        C$+?(C0/--?(1#&2(&068(0++-"0&#-%(#'(%$"$660*B
    !
        :0*&#&#-%(B-4*(/0&0(0??*-?*#0&$+B
    !
        T$(60E$(fHh(*$6-4*"$6
(N6$(0%(0??*-?*#0&$(0+<-*#&2.
!


    !
        P&$.Z(E6(46$*ZD06$/([3)CQNAZFLL^
    !
        T$(#%"*$06$(?*$"#6#-%(DB(__G_h
302-4&W6
               O-6&+B(c(S0/                         :$*'-*.0%"$                      O-6&+B(c(>--/
                          `5                                         P1$08>L4
                                                  _GH59(FGH
V-*.0+#6$/().0a-%(C-4*6


                          _5                      Q*#<G(#&$.ZD06$/


                          H5

                          ^5
                                                                                28*DJ
                                                                                0QIL4
                          ]5                      O46&G(#&$.ZD06$/
                                              !
                                                  KG^59(FGH
                          K5
                                                                       Q*#<G(46$*ZD06$/
                          F5
                                                                     !
                                                                       F59(KGH
                                                                       O46&G(46$*ZD06$/
                                                                     !
                                                                       LG]59(KGH
                           L
                       LGH     L
                               F      FGH   K      KGH                                     ]
           O2$0?(c(S0/   V-G(>--/(,$"-..$%/0&#-%6bFL                                  O2$0?(c(>--/

                                   2&&?Mbb111G.$%/$+$BG"-.b?*-'#+$6b8*#6Ze0"8b

Contenu connexe

Tendances

General Introduction to ITA
General Introduction to ITAGeneral Introduction to ITA
General Introduction to ITADhawal Tank
 
Bren Poster Presentation Workshop
Bren Poster Presentation WorkshopBren Poster Presentation Workshop
Bren Poster Presentation WorkshopMonica Bulger
 
Attaa maamalu-01-02
Attaa maamalu-01-02Attaa maamalu-01-02
Attaa maamalu-01-02venkatesha9
 
علم الحاسوب للصف الخامس الاعدادي
علم الحاسوب للصف الخامس الاعداديعلم الحاسوب للصف الخامس الاعدادي
علم الحاسوب للصف الخامس الاعداديAyad Haris Beden
 
التأصيل الطبي للضرورة الطبية
التأصيل الطبي للضرورة الطبيةالتأصيل الطبي للضرورة الطبية
التأصيل الطبي للضرورة الطبيةDr Ghaiath Hussein
 
Core Group Metal Fabrication Capabilities
Core Group Metal Fabrication CapabilitiesCore Group Metal Fabrication Capabilities
Core Group Metal Fabrication CapabilitiesTom Curley
 
Young Lions Media 2011 / SPYL509
Young Lions Media 2011 / SPYL509Young Lions Media 2011 / SPYL509
Young Lions Media 2011 / SPYL509Vane Marín
 
Mimecast UEM Datasheet
Mimecast UEM DatasheetMimecast UEM Datasheet
Mimecast UEM Datasheetjulesmartin
 
Materializing Energy
Materializing EnergyMaterializing Energy
Materializing EnergyJames Pierce
 
Representing the curriculum symposium
Representing the curriculum symposiumRepresenting the curriculum symposium
Representing the curriculum symposiumHelen Beetham
 
Arduino notebook v1-1
Arduino notebook v1-1Arduino notebook v1-1
Arduino notebook v1-1Anil Yadav
 
Prepositions made easy-xpert
Prepositions made easy-xpertPrepositions made easy-xpert
Prepositions made easy-xperthudaalmabadi
 
Tyler Maiman's Thesis
Tyler Maiman's ThesisTyler Maiman's Thesis
Tyler Maiman's Thesisprameya
 
DiplomadoIABMex_Equipo6
DiplomadoIABMex_Equipo6DiplomadoIABMex_Equipo6
DiplomadoIABMex_Equipo6jorgemacias23
 
yourCMU Proposal
yourCMU ProposalyourCMU Proposal
yourCMU Proposalfrichmond09
 
القيادة وقت الازمات
القيادة وقت الازمات القيادة وقت الازمات
القيادة وقت الازمات Dr Ghaiath Hussein
 

Tendances (20)

General Introduction to ITA
General Introduction to ITAGeneral Introduction to ITA
General Introduction to ITA
 
Die Macher von Morgen - Eine deutschlandweite Studie zu jungen Berufstätigen ...
Die Macher von Morgen - Eine deutschlandweite Studie zu jungen Berufstätigen ...Die Macher von Morgen - Eine deutschlandweite Studie zu jungen Berufstätigen ...
Die Macher von Morgen - Eine deutschlandweite Studie zu jungen Berufstätigen ...
 
Bren Poster Presentation Workshop
Bren Poster Presentation WorkshopBren Poster Presentation Workshop
Bren Poster Presentation Workshop
 
Attaa maamalu-01-02
Attaa maamalu-01-02Attaa maamalu-01-02
Attaa maamalu-01-02
 
علم الحاسوب للصف الخامس الاعدادي
علم الحاسوب للصف الخامس الاعداديعلم الحاسوب للصف الخامس الاعدادي
علم الحاسوب للصف الخامس الاعدادي
 
التأصيل الطبي للضرورة الطبية
التأصيل الطبي للضرورة الطبيةالتأصيل الطبي للضرورة الطبية
التأصيل الطبي للضرورة الطبية
 
Core Group Metal Fabrication Capabilities
Core Group Metal Fabrication CapabilitiesCore Group Metal Fabrication Capabilities
Core Group Metal Fabrication Capabilities
 
Young Lions Media 2011 / SPYL509
Young Lions Media 2011 / SPYL509Young Lions Media 2011 / SPYL509
Young Lions Media 2011 / SPYL509
 
Mimecast UEM Datasheet
Mimecast UEM DatasheetMimecast UEM Datasheet
Mimecast UEM Datasheet
 
Materializing Energy
Materializing EnergyMaterializing Energy
Materializing Energy
 
Representing the curriculum symposium
Representing the curriculum symposiumRepresenting the curriculum symposium
Representing the curriculum symposium
 
Xarxes socials
Xarxes socialsXarxes socials
Xarxes socials
 
Arduino notebook v1-1
Arduino notebook v1-1Arduino notebook v1-1
Arduino notebook v1-1
 
Prepositions made easy-xpert
Prepositions made easy-xpertPrepositions made easy-xpert
Prepositions made easy-xpert
 
Tyler Maiman's Thesis
Tyler Maiman's ThesisTyler Maiman's Thesis
Tyler Maiman's Thesis
 
DiplomadoIABMex_Equipo6
DiplomadoIABMex_Equipo6DiplomadoIABMex_Equipo6
DiplomadoIABMex_Equipo6
 
yourCMU Proposal
yourCMU ProposalyourCMU Proposal
yourCMU Proposal
 
Micro Nutrient Fortification
Micro Nutrient FortificationMicro Nutrient Fortification
Micro Nutrient Fortification
 
Chinese
ChineseChinese
Chinese
 
القيادة وقت الازمات
القيادة وقت الازمات القيادة وقت الازمات
القيادة وقت الازمات
 

En vedette

China Draft Outline of the 13th five year plan, March 2016
China Draft Outline of the 13th five year plan, March 2016China Draft Outline of the 13th five year plan, March 2016
China Draft Outline of the 13th five year plan, March 2016Energy for One World
 
Big Data Expo 2015 - Ureason
Big Data Expo 2015 - UreasonBig Data Expo 2015 - Ureason
Big Data Expo 2015 - UreasonBigDataExpo
 
Transformation in large Telecommunications Providers
Transformation in large Telecommunications ProvidersTransformation in large Telecommunications Providers
Transformation in large Telecommunications Providersbasmeh
 
ENGMauricioGuzmanManzaneraCV
ENGMauricioGuzmanManzaneraCVENGMauricioGuzmanManzaneraCV
ENGMauricioGuzmanManzaneraCVMauricio Guzmán
 

En vedette (10)

Presentación1
Presentación1Presentación1
Presentación1
 
Digital Bangladesh
Digital BangladeshDigital Bangladesh
Digital Bangladesh
 
Nowcasting Business Performance
Nowcasting Business PerformanceNowcasting Business Performance
Nowcasting Business Performance
 
China Draft Outline of the 13th five year plan, March 2016
China Draft Outline of the 13th five year plan, March 2016China Draft Outline of the 13th five year plan, March 2016
China Draft Outline of the 13th five year plan, March 2016
 
Big Data Expo 2015 - Ureason
Big Data Expo 2015 - UreasonBig Data Expo 2015 - Ureason
Big Data Expo 2015 - Ureason
 
Gradle_BreizJUG
Gradle_BreizJUGGradle_BreizJUG
Gradle_BreizJUG
 
Transformation in large Telecommunications Providers
Transformation in large Telecommunications ProvidersTransformation in large Telecommunications Providers
Transformation in large Telecommunications Providers
 
Coordenadas
CoordenadasCoordenadas
Coordenadas
 
Bank accounts
Bank accountsBank accounts
Bank accounts
 
ENGMauricioGuzmanManzaneraCV
ENGMauricioGuzmanManzaneraCVENGMauricioGuzmanManzaneraCV
ENGMauricioGuzmanManzaneraCV
 

Similaire à Scientific Article Recommendations with Mahout

Storybird resource part_2
Storybird resource part_2Storybird resource part_2
Storybird resource part_2Eric Brace
 
SURAH DALAM HSP.pdf
SURAH DALAM HSP.pdfSURAH DALAM HSP.pdf
SURAH DALAM HSP.pdfssuser48ba79
 
Understanding Cause & Effect in Customer Behaviour
Understanding Cause & Effect in Customer BehaviourUnderstanding Cause & Effect in Customer Behaviour
Understanding Cause & Effect in Customer BehaviourData Science London
 
Proyecto científico equipo onlyfive pd g
Proyecto científico equipo onlyfive pd gProyecto científico equipo onlyfive pd g
Proyecto científico equipo onlyfive pd gonlifivepg
 
PCon 2016: Advanced Attribution & Predictive Customer Interaction (Dr. Alwin ...
PCon 2016: Advanced Attribution & Predictive Customer Interaction (Dr. Alwin ...PCon 2016: Advanced Attribution & Predictive Customer Interaction (Dr. Alwin ...
PCon 2016: Advanced Attribution & Predictive Customer Interaction (Dr. Alwin ...e-dialog GmbH
 
Self Review and Personal Growth
Self Review and Personal GrowthSelf Review and Personal Growth
Self Review and Personal Growthelkako38
 
071010 ecrea governmental control schwate jan ppt
071010 ecrea governmental control   schwate jan ppt071010 ecrea governmental control   schwate jan ppt
071010 ecrea governmental control schwate jan pptguest0f94fe
 
Story bird resource_part_1
Story bird resource_part_1Story bird resource_part_1
Story bird resource_part_1Eric Brace
 
Doa dan-dzikir-pilihan
Doa dan-dzikir-pilihanDoa dan-dzikir-pilihan
Doa dan-dzikir-pilihanRidas Zabbarae
 
Shannon Behary - Mythology & Literature in Harry Potter
Shannon Behary - Mythology & Literature in Harry PotterShannon Behary - Mythology & Literature in Harry Potter
Shannon Behary - Mythology & Literature in Harry PotterNerd Nite Siem Reap
 
Slimmer werken aan zorgdossiers in organisaties
Slimmer werken aan zorgdossiers in organisatiesSlimmer werken aan zorgdossiers in organisaties
Slimmer werken aan zorgdossiers in organisatiesJos Arets
 
CompTIA IT - Skills Gaps Study International
CompTIA IT - Skills Gaps Study InternationalCompTIA IT - Skills Gaps Study International
CompTIA IT - Skills Gaps Study InternationalAssespro Nacional
 
ΠΛΗ31 ΤΥΠΟΛΟΓΙΟ ΕΝΟΤΗΤΑΣ 2
ΠΛΗ31 ΤΥΠΟΛΟΓΙΟ ΕΝΟΤΗΤΑΣ 2ΠΛΗ31 ΤΥΠΟΛΟΓΙΟ ΕΝΟΤΗΤΑΣ 2
ΠΛΗ31 ΤΥΠΟΛΟΓΙΟ ΕΝΟΤΗΤΑΣ 2Dimitris Psounis
 

Similaire à Scientific Article Recommendations with Mahout (20)

Storybird resource part_2
Storybird resource part_2Storybird resource part_2
Storybird resource part_2
 
SURAH DALAM HSP.pdf
SURAH DALAM HSP.pdfSURAH DALAM HSP.pdf
SURAH DALAM HSP.pdf
 
Understanding Cause & Effect in Customer Behaviour
Understanding Cause & Effect in Customer BehaviourUnderstanding Cause & Effect in Customer Behaviour
Understanding Cause & Effect in Customer Behaviour
 
Fusion - Prager presentation
Fusion - Prager presentationFusion - Prager presentation
Fusion - Prager presentation
 
Proyecto científico equipo onlyfive pd g
Proyecto científico equipo onlyfive pd gProyecto científico equipo onlyfive pd g
Proyecto científico equipo onlyfive pd g
 
PCon 2016: Advanced Attribution & Predictive Customer Interaction (Dr. Alwin ...
PCon 2016: Advanced Attribution & Predictive Customer Interaction (Dr. Alwin ...PCon 2016: Advanced Attribution & Predictive Customer Interaction (Dr. Alwin ...
PCon 2016: Advanced Attribution & Predictive Customer Interaction (Dr. Alwin ...
 
Self Review and Personal Growth
Self Review and Personal GrowthSelf Review and Personal Growth
Self Review and Personal Growth
 
071010 ecrea governmental control schwate jan ppt
071010 ecrea governmental control   schwate jan ppt071010 ecrea governmental control   schwate jan ppt
071010 ecrea governmental control schwate jan ppt
 
Story bird resource_part_1
Story bird resource_part_1Story bird resource_part_1
Story bird resource_part_1
 
Doa dan-dzikir-pilihan
Doa dan-dzikir-pilihanDoa dan-dzikir-pilihan
Doa dan-dzikir-pilihan
 
Thai Alcoholic Beverages Regulations 2011
Thai Alcoholic Beverages Regulations 2011Thai Alcoholic Beverages Regulations 2011
Thai Alcoholic Beverages Regulations 2011
 
English
EnglishEnglish
English
 
Shannon Behary - Mythology & Literature in Harry Potter
Shannon Behary - Mythology & Literature in Harry PotterShannon Behary - Mythology & Literature in Harry Potter
Shannon Behary - Mythology & Literature in Harry Potter
 
Slimmer werken aan zorgdossiers in organisaties
Slimmer werken aan zorgdossiers in organisatiesSlimmer werken aan zorgdossiers in organisaties
Slimmer werken aan zorgdossiers in organisaties
 
Suitcase magazine
Suitcase magazineSuitcase magazine
Suitcase magazine
 
74 kg greco
74 kg greco74 kg greco
74 kg greco
 
27thchapter
27thchapter27thchapter
27thchapter
 
CompTIA IT - Skills Gaps Study International
CompTIA IT - Skills Gaps Study InternationalCompTIA IT - Skills Gaps Study International
CompTIA IT - Skills Gaps Study International
 
ΠΛΗ31 ΤΥΠΟΛΟΓΙΟ ΕΝΟΤΗΤΑΣ 2
ΠΛΗ31 ΤΥΠΟΛΟΓΙΟ ΕΝΟΤΗΤΑΣ 2ΠΛΗ31 ΤΥΠΟΛΟΓΙΟ ΕΝΟΤΗΤΑΣ 2
ΠΛΗ31 ΤΥΠΟΛΟΓΙΟ ΕΝΟΤΗΤΑΣ 2
 
Carlos Santos - be IN Minho
Carlos Santos - be IN MinhoCarlos Santos - be IN Minho
Carlos Santos - be IN Minho
 

Plus de Data Science London

Standardizing +113 million Merchant Names in Financial Services with Greenplu...
Standardizing +113 million Merchant Names in Financial Services with Greenplu...Standardizing +113 million Merchant Names in Financial Services with Greenplu...
Standardizing +113 million Merchant Names in Financial Services with Greenplu...Data Science London
 
Big Data [sorry] & Data Science: What Does a Data Scientist Do?
Big Data [sorry] & Data Science: What Does a Data Scientist Do?Big Data [sorry] & Data Science: What Does a Data Scientist Do?
Big Data [sorry] & Data Science: What Does a Data Scientist Do?Data Science London
 
Real-Time Queries in Hadoop w/ Cloudera Impala
Real-Time Queries in Hadoop w/ Cloudera ImpalaReal-Time Queries in Hadoop w/ Cloudera Impala
Real-Time Queries in Hadoop w/ Cloudera ImpalaData Science London
 
Numpy, the Python foundation for number crunching
Numpy, the Python foundation for number crunchingNumpy, the Python foundation for number crunching
Numpy, the Python foundation for number crunchingData Science London
 
Python pandas workshop iPython notebook (163 pages)
Python pandas workshop iPython notebook (163 pages)Python pandas workshop iPython notebook (163 pages)
Python pandas workshop iPython notebook (163 pages)Data Science London
 
Big Practical Recommendations with Alternating Least Squares
Big Practical Recommendations with Alternating Least SquaresBig Practical Recommendations with Alternating Least Squares
Big Practical Recommendations with Alternating Least SquaresData Science London
 
Bringing back the excitement to data analysis
Bringing back the excitement to data analysisBringing back the excitement to data analysis
Bringing back the excitement to data analysisData Science London
 
ACM RecSys 2012: Recommender Systems, Today
ACM RecSys 2012: Recommender Systems, TodayACM RecSys 2012: Recommender Systems, Today
ACM RecSys 2012: Recommender Systems, TodayData Science London
 
Beyond Accuracy: Goal-Driven Recommender Systems Design
Beyond Accuracy: Goal-Driven Recommender Systems DesignBeyond Accuracy: Goal-Driven Recommender Systems Design
Beyond Accuracy: Goal-Driven Recommender Systems DesignData Science London
 
Autonomous Discovery: The New Interface?
Autonomous Discovery: The New Interface?Autonomous Discovery: The New Interface?
Autonomous Discovery: The New Interface?Data Science London
 
Machine Learning and Hadoop: Present and Future
Machine Learning and Hadoop: Present and FutureMachine Learning and Hadoop: Present and Future
Machine Learning and Hadoop: Present and FutureData Science London
 
Music and Data: Adding Up the UK Music Industry
Music and Data: Adding Up the UK Music IndustryMusic and Data: Adding Up the UK Music Industry
Music and Data: Adding Up the UK Music IndustryData Science London
 
Super-Fast Clustering Report in MapR
Super-Fast Clustering Report in MapRSuper-Fast Clustering Report in MapR
Super-Fast Clustering Report in MapRData Science London
 
Simple Matrix Factorization for Recommendation in Mahout
Simple Matrix Factorization for Recommendation in MahoutSimple Matrix Factorization for Recommendation in Mahout
Simple Matrix Factorization for Recommendation in MahoutData Science London
 
Going Real-Time with Mahout, Predicting gender of Facebook Users
Going Real-Time with Mahout, Predicting gender of Facebook UsersGoing Real-Time with Mahout, Predicting gender of Facebook Users
Going Real-Time with Mahout, Predicting gender of Facebook UsersData Science London
 
Investigative Analytics- What's in a Data Scientists Toolbox
Investigative Analytics- What's in a Data Scientists ToolboxInvestigative Analytics- What's in a Data Scientists Toolbox
Investigative Analytics- What's in a Data Scientists ToolboxData Science London
 

Plus de Data Science London (20)

Standardizing +113 million Merchant Names in Financial Services with Greenplu...
Standardizing +113 million Merchant Names in Financial Services with Greenplu...Standardizing +113 million Merchant Names in Financial Services with Greenplu...
Standardizing +113 million Merchant Names in Financial Services with Greenplu...
 
Big Data [sorry] & Data Science: What Does a Data Scientist Do?
Big Data [sorry] & Data Science: What Does a Data Scientist Do?Big Data [sorry] & Data Science: What Does a Data Scientist Do?
Big Data [sorry] & Data Science: What Does a Data Scientist Do?
 
Real-Time Queries in Hadoop w/ Cloudera Impala
Real-Time Queries in Hadoop w/ Cloudera ImpalaReal-Time Queries in Hadoop w/ Cloudera Impala
Real-Time Queries in Hadoop w/ Cloudera Impala
 
Numpy, the Python foundation for number crunching
Numpy, the Python foundation for number crunchingNumpy, the Python foundation for number crunching
Numpy, the Python foundation for number crunching
 
Python pandas workshop iPython notebook (163 pages)
Python pandas workshop iPython notebook (163 pages)Python pandas workshop iPython notebook (163 pages)
Python pandas workshop iPython notebook (163 pages)
 
Big Practical Recommendations with Alternating Least Squares
Big Practical Recommendations with Alternating Least SquaresBig Practical Recommendations with Alternating Least Squares
Big Practical Recommendations with Alternating Least Squares
 
Bringing back the excitement to data analysis
Bringing back the excitement to data analysisBringing back the excitement to data analysis
Bringing back the excitement to data analysis
 
Survival Analysis of Web Users
Survival Analysis of Web UsersSurvival Analysis of Web Users
Survival Analysis of Web Users
 
ACM RecSys 2012: Recommender Systems, Today
ACM RecSys 2012: Recommender Systems, TodayACM RecSys 2012: Recommender Systems, Today
ACM RecSys 2012: Recommender Systems, Today
 
Beyond Accuracy: Goal-Driven Recommender Systems Design
Beyond Accuracy: Goal-Driven Recommender Systems DesignBeyond Accuracy: Goal-Driven Recommender Systems Design
Beyond Accuracy: Goal-Driven Recommender Systems Design
 
Autonomous Discovery: The New Interface?
Autonomous Discovery: The New Interface?Autonomous Discovery: The New Interface?
Autonomous Discovery: The New Interface?
 
Machine Learning and Hadoop: Present and Future
Machine Learning and Hadoop: Present and FutureMachine Learning and Hadoop: Present and Future
Machine Learning and Hadoop: Present and Future
 
Data Science for Live Music
Data Science for Live MusicData Science for Live Music
Data Science for Live Music
 
Research at last.fm
Research at last.fmResearch at last.fm
Research at last.fm
 
Music and Data: Adding Up the UK Music Industry
Music and Data: Adding Up the UK Music IndustryMusic and Data: Adding Up the UK Music Industry
Music and Data: Adding Up the UK Music Industry
 
Super-Fast Clustering Report in MapR
Super-Fast Clustering Report in MapRSuper-Fast Clustering Report in MapR
Super-Fast Clustering Report in MapR
 
Simple Matrix Factorization for Recommendation in Mahout
Simple Matrix Factorization for Recommendation in MahoutSimple Matrix Factorization for Recommendation in Mahout
Simple Matrix Factorization for Recommendation in Mahout
 
Going Real-Time with Mahout, Predicting gender of Facebook Users
Going Real-Time with Mahout, Predicting gender of Facebook UsersGoing Real-Time with Mahout, Predicting gender of Facebook Users
Going Real-Time with Mahout, Predicting gender of Facebook Users
 
Practical Magic with Incanter
Practical Magic with IncanterPractical Magic with Incanter
Practical Magic with Incanter
 
Investigative Analytics- What's in a Data Scientists Toolbox
Investigative Analytics- What's in a Data Scientists ToolboxInvestigative Analytics- What's in a Data Scientists Toolbox
Investigative Analytics- What's in a Data Scientists Toolbox
 

Dernier

IAC 2024 - IA Fast Track to Search Focused AI Solutions
IAC 2024 - IA Fast Track to Search Focused AI SolutionsIAC 2024 - IA Fast Track to Search Focused AI Solutions
IAC 2024 - IA Fast Track to Search Focused AI SolutionsEnterprise Knowledge
 
Handwritten Text Recognition for manuscripts and early printed texts
Handwritten Text Recognition for manuscripts and early printed textsHandwritten Text Recognition for manuscripts and early printed texts
Handwritten Text Recognition for manuscripts and early printed textsMaria Levchenko
 
A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)Gabriella Davis
 
Integration and Automation in Practice: CI/CD in Mule Integration and Automat...
Integration and Automation in Practice: CI/CD in Mule Integration and Automat...Integration and Automation in Practice: CI/CD in Mule Integration and Automat...
Integration and Automation in Practice: CI/CD in Mule Integration and Automat...Patryk Bandurski
 
Enhancing Worker Digital Experience: A Hands-on Workshop for Partners
Enhancing Worker Digital Experience: A Hands-on Workshop for PartnersEnhancing Worker Digital Experience: A Hands-on Workshop for Partners
Enhancing Worker Digital Experience: A Hands-on Workshop for PartnersThousandEyes
 
Azure Monitor & Application Insight to monitor Infrastructure & Application
Azure Monitor & Application Insight to monitor Infrastructure & ApplicationAzure Monitor & Application Insight to monitor Infrastructure & Application
Azure Monitor & Application Insight to monitor Infrastructure & ApplicationAndikSusilo4
 
SQL Database Design For Developers at php[tek] 2024
SQL Database Design For Developers at php[tek] 2024SQL Database Design For Developers at php[tek] 2024
SQL Database Design For Developers at php[tek] 2024Scott Keck-Warren
 
Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...
Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...
Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...Neo4j
 
Unblocking The Main Thread Solving ANRs and Frozen Frames
Unblocking The Main Thread Solving ANRs and Frozen FramesUnblocking The Main Thread Solving ANRs and Frozen Frames
Unblocking The Main Thread Solving ANRs and Frozen FramesSinan KOZAK
 
Factors to Consider When Choosing Accounts Payable Services Providers.pptx
Factors to Consider When Choosing Accounts Payable Services Providers.pptxFactors to Consider When Choosing Accounts Payable Services Providers.pptx
Factors to Consider When Choosing Accounts Payable Services Providers.pptxKatpro Technologies
 
Salesforce Community Group Quito, Salesforce 101
Salesforce Community Group Quito, Salesforce 101Salesforce Community Group Quito, Salesforce 101
Salesforce Community Group Quito, Salesforce 101Paola De la Torre
 
Swan(sea) Song – personal research during my six years at Swansea ... and bey...
Swan(sea) Song – personal research during my six years at Swansea ... and bey...Swan(sea) Song – personal research during my six years at Swansea ... and bey...
Swan(sea) Song – personal research during my six years at Swansea ... and bey...Alan Dix
 
Beyond Boundaries: Leveraging No-Code Solutions for Industry Innovation
Beyond Boundaries: Leveraging No-Code Solutions for Industry InnovationBeyond Boundaries: Leveraging No-Code Solutions for Industry Innovation
Beyond Boundaries: Leveraging No-Code Solutions for Industry InnovationSafe Software
 
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking MenDelhi Call girls
 
The Codex of Business Writing Software for Real-World Solutions 2.pptx
The Codex of Business Writing Software for Real-World Solutions 2.pptxThe Codex of Business Writing Software for Real-World Solutions 2.pptx
The Codex of Business Writing Software for Real-World Solutions 2.pptxMalak Abu Hammad
 
#StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
#StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024#StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
#StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024BookNet Canada
 
My Hashitalk Indonesia April 2024 Presentation
My Hashitalk Indonesia April 2024 PresentationMy Hashitalk Indonesia April 2024 Presentation
My Hashitalk Indonesia April 2024 PresentationRidwan Fadjar
 
How to Remove Document Management Hurdles with X-Docs?
How to Remove Document Management Hurdles with X-Docs?How to Remove Document Management Hurdles with X-Docs?
How to Remove Document Management Hurdles with X-Docs?XfilesPro
 
Presentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreterPresentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreternaman860154
 
Install Stable Diffusion in windows machine
Install Stable Diffusion in windows machineInstall Stable Diffusion in windows machine
Install Stable Diffusion in windows machinePadma Pradeep
 

Dernier (20)

IAC 2024 - IA Fast Track to Search Focused AI Solutions
IAC 2024 - IA Fast Track to Search Focused AI SolutionsIAC 2024 - IA Fast Track to Search Focused AI Solutions
IAC 2024 - IA Fast Track to Search Focused AI Solutions
 
Handwritten Text Recognition for manuscripts and early printed texts
Handwritten Text Recognition for manuscripts and early printed textsHandwritten Text Recognition for manuscripts and early printed texts
Handwritten Text Recognition for manuscripts and early printed texts
 
A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)
 
Integration and Automation in Practice: CI/CD in Mule Integration and Automat...
Integration and Automation in Practice: CI/CD in Mule Integration and Automat...Integration and Automation in Practice: CI/CD in Mule Integration and Automat...
Integration and Automation in Practice: CI/CD in Mule Integration and Automat...
 
Enhancing Worker Digital Experience: A Hands-on Workshop for Partners
Enhancing Worker Digital Experience: A Hands-on Workshop for PartnersEnhancing Worker Digital Experience: A Hands-on Workshop for Partners
Enhancing Worker Digital Experience: A Hands-on Workshop for Partners
 
Azure Monitor & Application Insight to monitor Infrastructure & Application
Azure Monitor & Application Insight to monitor Infrastructure & ApplicationAzure Monitor & Application Insight to monitor Infrastructure & Application
Azure Monitor & Application Insight to monitor Infrastructure & Application
 
SQL Database Design For Developers at php[tek] 2024
SQL Database Design For Developers at php[tek] 2024SQL Database Design For Developers at php[tek] 2024
SQL Database Design For Developers at php[tek] 2024
 
Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...
Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...
Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...
 
Unblocking The Main Thread Solving ANRs and Frozen Frames
Unblocking The Main Thread Solving ANRs and Frozen FramesUnblocking The Main Thread Solving ANRs and Frozen Frames
Unblocking The Main Thread Solving ANRs and Frozen Frames
 
Factors to Consider When Choosing Accounts Payable Services Providers.pptx
Factors to Consider When Choosing Accounts Payable Services Providers.pptxFactors to Consider When Choosing Accounts Payable Services Providers.pptx
Factors to Consider When Choosing Accounts Payable Services Providers.pptx
 
Salesforce Community Group Quito, Salesforce 101
Salesforce Community Group Quito, Salesforce 101Salesforce Community Group Quito, Salesforce 101
Salesforce Community Group Quito, Salesforce 101
 
Swan(sea) Song – personal research during my six years at Swansea ... and bey...
Swan(sea) Song – personal research during my six years at Swansea ... and bey...Swan(sea) Song – personal research during my six years at Swansea ... and bey...
Swan(sea) Song – personal research during my six years at Swansea ... and bey...
 
Beyond Boundaries: Leveraging No-Code Solutions for Industry Innovation
Beyond Boundaries: Leveraging No-Code Solutions for Industry InnovationBeyond Boundaries: Leveraging No-Code Solutions for Industry Innovation
Beyond Boundaries: Leveraging No-Code Solutions for Industry Innovation
 
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
 
The Codex of Business Writing Software for Real-World Solutions 2.pptx
The Codex of Business Writing Software for Real-World Solutions 2.pptxThe Codex of Business Writing Software for Real-World Solutions 2.pptx
The Codex of Business Writing Software for Real-World Solutions 2.pptx
 
#StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
#StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024#StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
#StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
 
My Hashitalk Indonesia April 2024 Presentation
My Hashitalk Indonesia April 2024 PresentationMy Hashitalk Indonesia April 2024 Presentation
My Hashitalk Indonesia April 2024 Presentation
 
How to Remove Document Management Hurdles with X-Docs?
How to Remove Document Management Hurdles with X-Docs?How to Remove Document Management Hurdles with X-Docs?
How to Remove Document Management Hurdles with X-Docs?
 
Presentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreterPresentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreter
 
Install Stable Diffusion in windows machine
Install Stable Diffusion in windows machineInstall Stable Diffusion in windows machine
Install Stable Diffusion in windows machine
 

Scientific Article Recommendations with Mahout

  • 1. !"#$%&#'#"()*&#"+$( ,$"-..$%/0&#-%( 1#&2(302-4& 5*#6(70"89(:2; !$%#-*(;0&0(3#%#%<(=%<#%$$*
  • 3. FGH(.#++#-%I(46$*6J(&2$(KL(+0*<$6&(46$*(D06$6M (N%#E$*6#&B(-'(O0.D*#/<$ !&0%'-*/(N%#E$*6#&B 3PA N%#E$*6#&B(-'(3#"2#<0% C0*E0*/(N%#E$*6#&B N%#E$*6#&B(-'(QR'-*/ !0-(:04+-(N%#E$*6#&B P.?$*#0+(O-++$<$(@-%/-% N%#E$*6#&B(-'(=/#%D4*<2 O-*%$++(N%#E$*6#&B N%#E$*6#&B(-'(O0+#'-*%#0(0&(S$*8$+$B ,TAC()0"2$% O-+4.D#0(N%#E$*6#&B >$-*<#0(A$"2 N%#E$*6#&B(-'(T#6"-%6#% NO((!0%(;#$<- N%#E$*6#&B(-'(O0+#'-*%#0(0&(@) N%#E$*6#&B(-'(U+-*#/0 HL.(*$6$0*"2(0*&#"+$6 N%#E$*6#&B(-'(V-*&2(O0*-+#%0
  •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
  • 5.
  • 8. >$%$*0&#%<(*$"-..$%/0&#-%6( &2*-4<2(.0&*#R(.4+&#?+#"0&#-% A2#6(#6(#&$.ZD06$/( *$"-..$%/0&#-%6(06( 6#.#+0*#&B(#6(D06$/(-%( #&$.69(%-&(46$*6 !"#$%&%'()$*%(!+,$'-$,%.,)$(%/!!&$0,)*$1)'!**)2/)"3!4
  • 9. ,$6$0*"2$*6 !"#$%& '())(&* +$%,-*$% .*/-0% 1023456$47 ,$6$0*"2()*&#"+$6 1023456$4; 89:,$6,47 89:,$6,4; P%?4&([0++(46$*(?*$'$*$%"$6
  • 10. ,$6$0*"2$*6 !"#$%& '())(&* +$%,-*$% .*/-0% FGH3 1023456$47 ,$6$0*"2()*&#"+$6 1023456$4; 89:,$6,47 89:,$6,4; ]LL3( ?*$'6 HL3 P%?4&([0++(46$*(?*$'$*$%"$6
  • 11. ,$6$0*"2$*6 ,$6$0*"2( )*&#"+$6 #&$.G,$"-..$%/$*7-D FG(:*$?G(?*$'G(.0&*#R([FZ] KG(>$%G(6#.G(.0&*#R([^Z_ ]G(34+&#?+B(.0&*#"$6([`ZFL )++(N6$*(:*$'$*$%"$6( [#&$.(R(46$*
  • 12. ,$6$0*"2$*6 ,$6$0*"2( )*&#"+$6 #&$.G,$"-..$%/$*7-D FG('(#)*$)(#+*$,&-(./$01234 KG(>$%G(6#.G(.0&*#R([^Z_ ]G(34+&#?+B(.0&*#"$6([`ZFL )++(N6$*(:*$'$*$%"$6( [#&$.(R(46$* ,$6$0*"2( A4*#%< )*&#"+$6 )(N6$*W6(:*$'$*$%"$6 [#&$.(R(46$*
  • 13. ,$6$0*"2$*6 ,$6$0*"2( )*&#"+$6 #&$.G,$"-..$%/$*7-D FG(:*$?G(?*$'G(.0&*#R([FZ] KG(5#6*$".,*$,&-(./$07284 ]G(34+&#?+B(.0&*#"$6([`ZFL )++(N6$*(:*$'$*$%"$6( [#&$.(R(46$* ,$6$0*"2( )*&#"+$6 A4*#%< ; 7 < < ,$6$0*"2( ,$6$0*"2( < < )*&#"+$6 7 7 )*&#"+$6 < < ; ; < < ; ; P&$.(!#.#+0*#&B( )(N6$*W6(:*$'$*$%"$6 [#&$.(R(#&$. [#&$.(R(46$*
  • 14. ,$6$0*"2$*6 ,$6$0*"2( )*&#"+$6 #&$.G,$"-..$%/$*7-D FG(:*$?G(?*$'G(.0&*#R([FZ] KG(>$%G(6#.G(.0&*#R([^Z_ 3*$9:;-.);<$,&-(.=#"$0>21?4 )++(N6$*(:*$'$*$%"$6( [#&$.(R(46$* ,$6$0*"2( )*&#"+$6 A4*#%< A4*#%< ; 7 < < ,$6$0*"2( ,$6$0*"2( ,$6$0*"2( < < )*&#"+$6 )*&#"+$6 7 7 )*&#"+$6 < < ; ; = > < < ; ; P&$.(!#.#+0*#&B( )(N6$*W6(:*$'$*$%"$6 ,$"-..$%/0&#-%6 [#&$.(R(#&$. [#&$.(R(46$* [#&$.(R(46$*
  • 15. C-1(1$++(/-$6 #&(1-*8X
  • 17. ,4%%#%<(-%().0a-%W6(=+06&#"(30?(,$/4"$ ?%4@*2(%@4",*4(%@4*(,:4-0460,-
  • 18. 302-4&W6 V-*.0+#6$/().0a-%(C-4*6 :$*'-*.0%"$ V-G(>--/(,$"-..$%/0&#-%6bFL
  • 19. 302-4&W6 O-6&+B(c(S0/ V-*.0+#6$/().0a-%(C-4*6 :$*'-*.0%"$ O-6&+B(c(>--/ O2$0?(c(S0/ V-G(>--/(,$"-..$%/0&#-%6bFL O2$0?(c(>--/
  • 20. 302-4&W6 O-6&+B(c(S0/ V-*.0+#6$/().0a-%(C-4*6 :$*'-*.0%"$ O-6&+B(c(>--/ O2$0?(c(S0/ V-G(>--/(,$"-..$%/0&#-%6bFL O2$0?(c(>--/
  • 21. 302-4&W6 O-6&+B(c(S0/ V-*.0+#6$/().0a-%(C-4*6 :$*'-*.0%"$ O-6&+B(c(>--/ O2$0?(c(S0/ V-G(>--/(,$"-..$%/0&#-%6bFL O2$0?(c(>--/
  • 22. 302-4&W6 O-6&+B(c(S0/ :$*'-*.0%"$ O-6&+B(c(>--/ `5 V-*.0+#6$/().0a-%(C-4*6 _5 H5 ^5 ]5 K5 F5 L LGH L F FGH K KGH ] O2$0?(c(S0/ V-G(>--/(,$"-..$%/0&#-%6bFL O2$0?(c(>--/
  • 23. 302-4&W6 O-6&+B(c(S0/ :$*'-*.0%"$ O-6&+B(c(>--/ `5 _GH59(FGH V-*.0+#6$/().0a-%(C-4*6 _5 Q*#<G(#&$.ZD06$/ H5 ^5 ]5 K5 F5 L LGH L F FGH K KGH ] O2$0?(c(S0/ V-G(>--/(,$"-..$%/0&#-%6bFL O2$0?(c(>--/
  • 26. 1*$@#A:=#$)(B=#"".6C$-.,# (302-4&W6(*$"-..$%/$*(#6(0+*$0/B($''#"#$%& ! ! (S4&(B-4*(/0&0(.0B(20E$(4%4640+(?*-?$*&#$6 ! (C0/--?(.0B(%$$/(0(2$+?#%<(20%/ ! (@$&W6(6$$(120&W6(<-#%<(-%GGG
  • 27. A068()++-"0&#-% AB490"#,4-046023C*-* 74#*@"6*#4(CC06(-*@D4@*,3$-*49(E$%&4FG4(E($C()C*HHH
  • 28. A068()++-"0&#-% )++-"0&#%<(.-*$(*$/4"$*6(-%(0(?$*(e-D(D06#6 I0)H&*-10%J$&"#(-$0%KLH,*-Q%-K M2(3#*@H#*@"6*H-(,R,MD %"2S*@"6*#,LP )++-"0&#%<(.-*$(.0??$*6(-%(0(?$*(e-D(D06#6 I0)H&*-10%J$&"#(-$0%KLH,*-K M2(3#*@H2(NH,3C$-H,$O*MD 5-#$%&HE(C"*?JK,3C$-5$O*LLP
  • 29. A068()++-"0&#-% AB490"#,4-046023C*-* 7F490"#, T#02474U4F<4 #*@"6*#,
  • 30. :0*&#&#-%$*6 7F490"#,4-046023C*-*
  • 31. :0*&#&#-%$*6 7F490"#,4-046023C*-* HI?JK HI??9K
  • 32. Q%3"-5(23C*#H5(23C*#VQ%-W#$-()C*D4!*N-X4,(23C*#4> !"#4Q%3"-5(23C*#HS(%@025(23C*#VQ%-W#$-()C*D4!*N-XKHHHLP Q%3"-5(23C*#H/#$-*8(#-$-$0%T$C*K60%JD4,(23C*#LP 60%JH,*-8(#-$-$0%*#1C(,,K!0-(C?#@*#8(#-$-$0%*#H$%&''LP 2&&?Mbb111G?2#+#??$0/e#.0%G"-.bD+-<bKLLfbFKbKLb20/--?Z&4&-*#0+Z 6$*#$6Z#664$ZKZ<$&&#%<Z6&0*&$/Z1#&2Z"46&-.#a$/Z?0*&#&#-%#%<b
  • 33. :0*&#&#-%$*6 7F490"#,4-046023C*-* ;490"#, +E*%C:4 @$,-#$)"-*@
  • 34. 302-4&W6 O-6&+B(c(S0/ :$*'-*.0%"$ O-6&+B(c(>--/ `5 _GH59(FGH V-*.0+#6$/().0a-%(C-4*6 _5 Q*#<G(#&$.ZD06$/ H5 ^5 ]5 K5 F5 L LGH L F FGH K KGH ] O2$0?(c(S0/ V-G(>--/(,$"-..$%/0&#-%6bFL O2$0?(c(>--/
  • 35. 302-4&W6 O-6&+B(c(S0/ :$*'-*.0%"$ O-6&+B(c(>--/ `5 _GH59(FGH V-*.0+#6$/().0a-%(C-4*6 _5 Q*#<G(#&$.ZD06$/ H5 ^5 ]5 O46&G(#&$.ZD06$/ ! KG^59(FGH K5 F5 L LGH L F FGH K KGH ] O2$0?(c(S0/ V-G(>--/(,$"-..$%/0&#-%6bFL O2$0?(c(>--/
  • 36. 302-4&W6 O-6&+B(c(S0/ :$*'-*.0%"$ O-6&+B(c(>--/ `5 _GH59(FGH V-*.0+#6$/().0a-%(C-4*6 _5 Q*#<G(#&$.ZD06$/ H5 27*1J 083L4 ^5 ]5 O46&G(#&$.ZD06$/ ! KG^59(FGH K5 F5 L LGH L F FGH K KGH ] O2$0?(c(S0/ V-G(>--/(,$"-..$%/0&#-%6bFL O2$0?(c(>--/
  • 37. D*$E,)(BF#$G:&;.-< ! (302-4&(?*-E#/$6(#&$.ZD06$/(OU (T$(20E$(.0%B(.-*$(#&$.6(&20%(46$*6 ! ! (AB?#"0++B9(46$*ZD06$/(#6(.-*$(0??*-?*#0&$ ! !-(+$&W6(.08$(-%$d
  • 38. ,$6$0*"2$*6 ,$6$0*"2( )*&#"+$6 #&$.G,$"-..$%/$*7-D FG(:*$?G(?*$'G(.0&*#R([FZ] KG(>$%G(6#.G(.0&*#R([^Z_ ]G(34+&#?+B(.0&*#"$6([`ZFL )++(N6$*(:*$'$*$%"$6( [#&$.(R(46$* ,$6$0*"2( )*&#"+$6 A4*#%< A4*#%< ; 7 < < ,$6$0*"2( ,$6$0*"2( ,$6$0*"2( < < )*&#"+$6 )*&#"+$6 7 7 )*&#"+$6 < < ; ; = > < < ; ; P&$.(!#.#+0*#&B( )(N6$*W6(:*$'$*$%"$6 ,$"-..$%/0&#-%6 [#&$.(R(#&$. [#&$.(R(46$* [#&$.(R(46$*
  • 39. ,$6$0*"2$*6 :"#( ,$6$0*"2( )*&#"+$6 #&$.G,$"-..$%/$*7-D FG(:*$?G(?*$'G(.0&*#R([FZ] KG(>$%G(6#.G(.0&*#R([^Z_ ]G(34+&#?+B(.0&*#"$6([`ZFL )++(N6$*(:*$'$*$%"$6( [#&$.(R(46$* @#"#&(=N#(" ,$6$0*"2( )*&#"+$6 A4*#%< A4*#%< ; 7 < < @#"#&(=N#(" ,$6$0*"2( ,$6$0*"2( ,$6$0*"2( < < )*&#"+$6 )*&#"+$6 7 7 )*&#"+$6 < < ; ; = > < < ; ; P&$.(!#.#+0*#&B( )(N6$*W6(:*$'$*$%"$6 ,$"-..$%/0&#-%6 [#&$.(R(#&$. [#&$.(R(46$* [#&$.(R(46$* !"#($M.,.;&(.-<$0:"#($/$:"#(4
  • 40. 302-4&W6 O-6&+B(c(S0/ :$*'-*.0%"$ O-6&+B(c(>--/ `5 _GH59(FGH V-*.0+#6$/().0a-%(C-4*6 _5 Q*#<G(#&$.ZD06$/ H5 ^5 ]5 O46&G(#&$.ZD06$/ ! KG^59(FGH K5 F5 L LGH L F FGH K KGH ] O2$0?(c(S0/ V-G(>--/(,$"-..$%/0&#-%6bFL O2$0?(c(>--/
  • 41. 302-4&W6 O-6&+B(c(S0/ :$*'-*.0%"$ O-6&+B(c(>--/ `5 _GH59(FGH V-*.0+#6$/().0a-%(C-4*6 _5 Q*#<G(#&$.ZD06$/ H5 ^5 ]5 O46&G(#&$.ZD06$/ ! KG^59(FGH K5 Q*#<G(46$*ZD06$/ F5 ! F59(KGH L LGH L F FGH K KGH ] O2$0?(c(S0/ V-G(>--/(,$"-..$%/0&#-%6bFL O2$0?(c(>--/
  • 42. 302-4&W6 O-6&+B(c(S0/ :$*'-*.0%"$ O-6&+B(c(>--/ `5 _GH59(FGH V-*.0+#6$/().0a-%(C-4*6 _5 Q*#<G(#&$.ZD06$/ H5 ^5 ]5 O46&G(#&$.ZD06$/ P1$08>L4 ! KG^59(FGH K5 21*7J Q*#<G(46$*ZD06$/ 0IOL4 F5 ! F59(KGH L LGH L F FGH K KGH ] O2$0?(c(S0/ V-G(>--/(,$"-..$%/0&#-%6bFL O2$0?(c(>--/
  • 43. 302-4&W6 O-6&+B(c(S0/ :$*'-*.0%"$ O-6&+B(c(>--/ `5 _GH59(FGH V-*.0+#6$/().0a-%(C-4*6 _5 Q*#<G(#&$.ZD06$/ H5 ^5 ]5 O46&G(#&$.ZD06$/ ! KG^59(FGH K5 Q*#<G(46$*ZD06$/ F5 ! F59(KGH O46&G(46$*ZD06$/ ! LG]59(KGH L LGH L F FGH K KGH ] O2$0?(c(S0/ V-G(>--/(,$"-..$%/0&#-%6bFL O2$0?(c(>--/
  • 44. 302-4&W6 O-6&+B(c(S0/ :$*'-*.0%"$ O-6&+B(c(>--/ `5 _GH59(FGH V-*.0+#6$/().0a-%(C-4*6 _5 Q*#<G(#&$.ZD06$/ H5 27*1J 083L4 ^5 ]5 O46&G(#&$.ZD06$/ ! KG^59(FGH K5 Q*#<G(46$*ZD06$/ F5 F59(KGH ! 2?*>J O46&G(46$*ZD06$/ 0>?L4 !LG]59(KGH L LGH L F FGH K KGH ] O2$0?(c(S0/ V-G(>--/(,$"-..$%/0&#-%6bFL O2$0?(c(>--/
  • 45. 302-4&W6 O-6&+B(c(S0/ :$*'-*.0%"$ O-6&+B(c(>--/ `5 P1$08>L4 _GH59(FGH V-*.0+#6$/().0a-%(C-4*6 _5 Q*#<G(#&$.ZD06$/ H5 ^5 28*DJ 0QIL4 ]5 O46&G(#&$.ZD06$/ ! KG^59(FGH K5 Q*#<G(46$*ZD06$/ F5 ! F59(KGH O46&G(46$*ZD06$/ ! LG]59(KGH L LGH L F FGH K KGH ] O2$0?(c(S0/ V-G(>--/(,$"-..$%/0&#-%6bFL O2$0?(c(>--/
  • 47. %B6=;:".B6" (302-4&(#6(/-#%<(0(<*$0&(e-D(-'(?-1$*#%<(3$%/$+$B(!4<<$6& ! ! @0*<$(6"0+$(/0&0(6$& ! >--/(g40+#&B(*$"-..$%/0&#-%6 (A4%#%<(2$+?6 ! ! C$+?(C0/--?(1#&2(&068(0++-"0&#-%(#'(%$"$660*B ! :0*&#&#-%(B-4*(/0&0(0??*-?*#0&$+B ! T$(60E$(fHh(*$6-4*"$6 (N6$(0%(0??*-?*#0&$(0+<-*#&2. ! ! P&$.Z(E6(46$*ZD06$/([3)CQNAZFLL^ ! T$(#%"*$06$(?*$"#6#-%(DB(__G_h
  • 48. 302-4&W6 O-6&+B(c(S0/ :$*'-*.0%"$ O-6&+B(c(>--/ `5 P1$08>L4 _GH59(FGH V-*.0+#6$/().0a-%(C-4*6 _5 Q*#<G(#&$.ZD06$/ H5 ^5 28*DJ 0QIL4 ]5 O46&G(#&$.ZD06$/ ! KG^59(FGH K5 Q*#<G(46$*ZD06$/ F5 ! F59(KGH O46&G(46$*ZD06$/ ! LG]59(KGH L LGH L F FGH K KGH ] O2$0?(c(S0/ V-G(>--/(,$"-..$%/0&#-%6bFL O2$0?(c(>--/ 2&&?Mbb111G.$%/$+$BG"-.b?*-'#+$6b8*#6Ze0"8b