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  • 1

    /

    2013

    . . :

    ,

    , : . ,

    , ,

    , .

    ,

    , : / .

    () , ,

    , , ,

    .

  • 2

    : . , . , . .

    : . .

    .

    .

    .1. : &

    .2.

    .3.

    .4.

    , , , , ,

    .

    .

    .

    .

    .

    IV.

    V.

    .

    & (ICT)

  • 3

    (). ,

    , ,

    . , :

    , ;

    , , ,

    . :

    ; ;

    - , , ; ,

    : ;

    ; ;

    .

    .

    ,

    , , ..

    , , , , .

    , (experts)

    , .

    ,

    . ,

    . ,

    :

    1. , ,

    .

    2. .

    3. .

    4. .

    5. , , ,

    .

  • 4

    , ,

    , , , .

    . , ,

    (natural) , (human),

    (social), (formal) .. .

    , ,

    , , , , .

    ,

    , , .

    ,

    , . , ,

    : , ,

    , , , ,

    , (information retrieval),

    (data bank) .. (.).

    ,

    , , ,

    . ,

    . , ,

    , ,

    , . ,

    --

    :

    :

    :

    :

    .

    .

  • 5

    , ,

    .

    , , ,

    : , , ,

    : , , .

    ,

    .

    : ) ,

    , ) - , )

    , .

    ,

    , .

    , , .

    .

    ,

    .. . .

    . , : (1)

    , (2) , (3)

    , (4) (5) .

    , ,

    , , , ... ,

    . ,

    , ,

    - , .. , ()

    .

    ,

    ,

  • 6

    , , , ,

    . , S (S 1)

    . , ,

    .

    , .. , ,

    , , . ,

    , , ,

    -..

    - -.. - .

    , ,

    , , ,

    .

    ,

    . ()

    . G (, ) , ,

    G +1, ().

    . , .

    - , , ,

    , system life cycle-

    . ,

    (logistics, general ledger, human resource management ..)

    input-process-output

    :

    /

    3

    2 :

    / Marketing

    3

    1

  • 7

    . () ,

    : (i) , (ii)

    , (iii)

    , (iv) , (v)

    (vi)

    . , ()

    , .

    , ,

    ! ,

    & . ,

    ( ). .

    Edison,

    . ,

    ,

    , , ,

    - - .

    ,

    .

  • 8

    , , .

    . ,

    ,

    . ,

    . , .

    ( 1).

    .

    : , , , , (retrieval, acquisition), , , , , ,

    , ,

    , ,

    ,

    , , , , ,

  • 9

    , ,

    , :

    : ,

    /

    ;

    ;

    &

    - - , - ..

    ;

    (reporting), , ,

    - , - ..

    ,

  • 10

    ,

    ,

    , , , ..

    ()

    , .

    , ,

    ,

    ,

    , , ,

    , - -

    .

    : ,

    . ,

    , , , , ,

    , .. ,

    - -

    (). , ,

    (new information flow),

    (information retrieval) .

    .

    ,

    , , ():

    ) , , ,

    ) ,

    ) ,

    )

    , ) , ,

    ,

    . -

    ,

    , .

  • 11

    .

    . , experts

    ,

    ,

    (): () ,

    , () , ,

    , () /

    :

    , ,

    , ..

    .

    - - -

    - - -

    - - -

    Online-Batch - -

    - - - - - -

    - - -

    (reports) ()

    : , , ..

    : , , ..

    Experts

  • 12

    , :

    ,

    (office oriented),

    (social networks),

    (emails, chats ..),

    (entertainment).

    B.

    ,

    . .

    : .

    , ,

    ,

    .

    .

    , , ,

    , ,

    ,

    , ,

    (, cognitive) ,

    . , ,

    , ,

    ,

    ,

    .

    ,

    - -

    , , ,

    , , ,

    .

  • 13

    . .

    (process) :

    , ,

    , , , ,

    ,

    .

    ,

    , ,

    , ,

    , -

    - , ,

    , :

    1) ,

    2)

    ,

    3) ,

    4) , ,

    .

    Executive Information Systems Expert Decision Support Information Information Systems Systems Middleware (interoperability) Information systems

    Transaction Processing Information Systems

    (operational)

    (real time exchange)

    (complex events)

  • 14

    . .

    , ..

    : , , ..

    ,

    (standards, , )

    (feedback control) .

    .

    , , ,

    , , ,

    , , ,

    , ,

    Business intelligence information systems

    Operational information systems

    & Management information systems

    - Marketing

    -

    -

    -

    -

    -- Knowledge-based information system

    &

    &

    &

    &

    &

  • 15

    , . ,

    , ,

    ,

    , , . ,

    , ,

    .

    , , ,

    , ,

    () (, ) ,

    . ,

    : , ,

    , , , .. :

    & , ..

  • 16

    (final), ,

    ,

    ,

    .

    x (x>1) !

    (degree of uncertainty) x x !.

    ,

    , ,

    , /

    .

    ()

    , : ,

    , ,

    , ;

    , ,

    . ,

    . , (e-society), (e-business),

    (e-government), (e-culture) . , ,

    ,

    (). ,

    , , , :

    , , ( ) .

  • 17

    :

    1) ,

    ,

    2) (agility), ,

    (competitive advantages),

    3) ,

    , , ,

    (fast, reliable, smooth functioning of operations),

    :

    3

    4)

    (increased productivity),

    5) (better decision making)

    (better problem solving)

    ,

    6) ( ),

    ,

    7) , ,

    (better operational

    control),

    8)

    , (better

    communications),

    (satisfaction)

    (rational)

    (optimal)

    . .

  • 18

    9) ,

    : ,

    (quality products and services),

    10)

    () , , , ,

    , , ,

    11)

    .

    .

    , . ,

    ,

    (disaster

    recovery center).

    .

    ,

    24 (SLA 24*7), (business continuity). , ,

    : ;

    ,

    , , . ,

    , ,

    &.

    , ..

    . , ,

    - -

    ..

    !

    , ,

    , : !

    , :

    , ! , ,

    , -

    - . ,

    :

    !

    ,

  • 19

    , ,

    .

    , , (, planning)

    (feedback control)

    .

    . ,

    ,

    ,

    , .

    . ,

    , ; ,

    , ,

    !

    ,

    , , :

    1. (more pleasant work).

    2. (less tension).

    3. (more job satisfaction).

    4. (more opportunities for advancement).

    5. (increase in power influence).

    6.

    (reduce dependence from others).

    7.

    (reduce cognitive effort).

    8. ,

    direct access and easy use of information.

    9. ,

    .

    10.

    .

    , , ,

    , ,

    , ,

    . , ,

    , ,

    , .. , , , . ,

    : , , ..,

    . ()

    ,

    () , , ,

  • 20

    ,

    .

    : () : ,

    , ,

    , .. ,

    () : ,

    .

    , , ,

    ().

    .

    ,

    .

    , ,

    .

    ,

    .

    , ,

    , , ,

    .

    :

    ,

    , .

    - -

  • 21

    , , ,

    . :

    - ;

    .

    ,

    (.).

    . ;

    , :

    1. :

    . ,

    (scheduling),

    (forecasting), .

    2. (requirements):

    . ,

    , ,

    . ,

    .

    3. :

    , . ,

    RFID

    .

    4. , :

    ,

    .

    &

  • 22

    ,

    .

    .

    , . ,

    .

    , , ,

    , , .

    ,

    .

    .

    :

    , .

    .1. :

    , -

    - : ;

    ; , ; ,

    :

    1. :

    , , ,

    , .

    2. .

    ,

    ,

    .

    3. .

    .

    , .. .

    4. .

    :

    ; ;

    5. .

    , ,

    , ..

    ,

    !

  • 23

    , ,

    . :

    ! :

    , , ()

    , , ,

    .

    .2.

    ,

    .

    , , ,

    . ,

    , ,

    , ..

    , ,

    (. ).

    . .

    (job descriptions)

    , , , , , , , ..

    , ,

    , ,

    .

    , .

    .3.

    , , , .. ,

    ,

    ,

    . , ,

    ,

    .

  • 24

    ,

    , ,

    .

    - - .

    .4.

    . :

    ,

    - ,

    ,

    , .

    ,

    ,

    .

    :

    ; ;

    ;

    ,

    . .

    :

    -

    ,

    ,

    (.):

    (, , , ..)

    , , , , ,

    , , ,

    ..

  • 25

    . , .

    ,

    , , (, ..),

    , , , ..

    , ,

    , , ...

    ,

    , , ()

    , , , ,

    , , , .

    , ,

    , , ,

    (. .).

    . .

    : , , ..

    : , , , ..

    1 2 3

    4 5

  • 26

    ,

    .

    :

    ,

    . ()

    ()

    , ,

    . ,

    : ,

    , (. .).

    . , .

    , . ,

    , ,

    . :

    (cognitive limitations)

    , ,

    ,

    (variety of complexity)

    , , (pattern of

    interaction) & ,

    .

    , , ..

    ,

    .

    ,

    -

  • 27

    - - , ,

    . ,

    , , ..

    :

    ()

    , , . ,

    (). , , , , -

    - ,

    :

    , ,

    , , ... , ,

    --,

    ,

    (),

    ,

    ,

    -

    -, , .

    :

    . , (,

    view, ) , ,

    . ,

    ,

    .

    - -

    .

    , ! (Shagan)

    :

    , :

    (),

    ,

    .

  • 28

    . .

    ,

    ( 2),

    , ( 1) ,

    , ( 3),

    (.). ,

    ,

    .

    ,

    .

    .

    :

    (integrated), ,

    (modules)

    ,

    (work flow) (process control) .

    ..

    (Help desk ticketing, bug tracking, customer service, change

    management, network operations) modules ,

    .3

    .2

    .1

    ;

    ()

    ()

    (, reports)

    -

  • 29

    . , ,

    , , .

    ,

    [Ackoff].

    : ;

    &

    ( ).

    .

    ,

    .

    , ,

    .

    .

    , , - -

    , J.

    Forrester . ,

    (.).

    , ,

    , .

    ,

    .

    .

    , ,

    , .

  • 30

    (models) .

    .

    . H. Simon.

    :

    1.

    , , ,

    , : ,

    , .

    , , ,

    : - ;

    , , , (percept & recognize)

    ; ; ,

    , ; (

    ) ;

    2.

    , -

    : !

    (well defined), (quite

    . (intelligent phase):

    . (design): , ,

    . (choice): , ,

    ;

    ;

    ;

  • 31

    general) (abstract), (tangible) (specific).

    , , .

    .

    3. :

    ,

    / .

    ,

    : ! :

    ! .

    , ,

    (.). :

    ,

    / ; ,

    , ,

    ; , , .

    . .

    4.

    , ,

    , ,

    .

    5.

    ,

    (.), ,

    (, , alternatives) .

    ()

    (judgment)

    (wisdom)

    ;

    , , ..

    &

  • 32

    , ,

    , ; ,

    , , , ,

    .. :

    ,

    , ,

    ?

    , ,

    , ... ,

    . :

    ?

    ? ,

    ; ,

    ; ,

    (goal-driven), (data-driven) ;

    (bounded rationality) Herbert Simon

    , ,

    (, ),

    . (1913-1960):

    ,

    .

    6.

    , , ...

    . ? ?

    ?

    7. ,

    .

    () (maximization of

    expected utility) ,

    .

    . ,

    (+) (-) ,

    : ? ,

    .

    8. , ,

    : , (monitoring) .

    ; ,

    ,

    !

  • 33

    , ,

    (.).

    .

    , , .. (.

    .). ,

    .

    ,

    , - -

    , , , .

    , ,

    ,

    (). ,

    (, )

    , (heuristic) . ,

    () ,

    .

    : , ()

    . , ,

    () , , ()

    . : --

    ; : ! ,

    ,

    , ,

    , .

    (;)

    , , (;)

    (;)

    ()

    (;)

    (;)

  • 34

    .

    . ,

    , ,

    . ,

    .

    .

    , , -

    , , , .

    -, ,

    ,

    . ,

    , :

    (1) (2) (monitoring), (3)

    ( ), (4)

    (5) (control), (6)

    .

    , , :

    ; ;

    ;

    ; ;

    ;

    , Ackoff,

    , ,

    .

    , , ,

    , ...

    . .

    : , : -

  • 35

    . ,

    ,

    (system input).

    : . ,

    , , , , ,

    .. .

    , ,

    . ,

    ,

    (Keen, Witkin, Mason, Mitroff ..).

    . ..

    , ,

    .

    ( )

    .

    ,

    , .

    (perception), ,

    (input) . ,

    , : , ,

    (stress). , ,

    ,

    .

    input

    .

    ,

    . W.

    Churchman, ,

    .

    ,

    ,

    , .

  • 36

    : , ,

    -.

    ,

    .

    , .

    :

    ;

    (decision support systems) , ():

    1.

    , .

    2. .

    3.

    .

    4. --

    ,

    .

    -.

    , , .

    .

    .

    .

    ,

    .

    , : ; ; ;

    ; ;

    ; ;

    ;

    ;

    ,

    ,

    !

  • 37

    : ;

    - ; ,

    .

    ,

    , . ,

    , ,

    .. ,

    . , , ,

    .

    .

    .

    , .

    ,

    , ,

    .

    . .

    , ,

    , ,

    , . (management) ,

    , , .

  • 38

    , ,

    . , ,

    ,

    (.).

    .

    , ,

    , ( )

    ,

    &. ,

    , , . ,

    ,

    .., /

    .

    .

    (, information

    overload) :

    ) ,

    ,

    ) ,

    ,

    ) ,

    ) ,

    ) .

    , ,

    ... .

    ,

    (Reuters, 1996).

  • 39

    .

    III.

    ,

    .

    .

    .

    .

    (information pollution)

    : spams, advertizing, blogs

    : ,

    : , stress,

    : , decision paralysis

    : ,

    , , , ,

  • 40

    ,

    ,

    ,

    , / . , ,

    ,

    ,

    , ,

    . , ,

    , , , , ,

    ..- , ,

    , ,

    (Tarsky Kun).

    IV. - Bounded rationality

    .

    , .

    :

    ,

    .

    () . , ,

    . ,

    . , (satisfactory to

    certain level) .

    , (cognitive)

    , (optimal solution).

    Herbert Simon

    .

    V.

    ,

    ,

    :

    ,

    .

  • 41

    ,

    , ,

    ,

    , ,

    , , , , :

    1. , ,

    (structuring) (clustering)

    .

    2. N

    (educational trajectory) .

    3. , , ,

    ,

    ,

    .

    4. , (stimulate)

    ,

    () .

    5. ,

    , .

    6. (planning) ,

    .

    7. : ,

    , , ,

    , , , ,

    , ...

  • 42

    .

    [445-360..]:

    Ludwig von Bertalanffy [1901-1972]:

    , , , ,

    --------------------------------

    1. : : ,

    ,

    () , ,

    () .

    2. ():

    . , , -

    . , ,

    ,

    . :

    . ,

    , ,

    ,

    .

    3. :

    (. :

    )

    4. : ()

    : .. .

    5. : (mental, cognitive)

    , ().

    , , . ,

    .

    , ,

    .

    . ,

    , ,

    , , ,

    . ,

    : () ()

    .

    6. : ,

    ,

    :

    , , .

    --------------------------------

  • 43

    7. : (). ,

    ,

    .

    , ,

    . ,

    , , (cognitive level).

    information knowledge .

    ,

    , .

    --------------------------------

    8. -:

    ,

    : .

    : , , ,

    (.).

    , ,

    , ..

    . (need is mother of invention)

    ,

    .. . , ,

    .

    , , .

    9. : : ()

    , () , ()

    ()

    10. : ,

    .

    11. : ()

    .

    12. : (activities)

    --------------------------------

    13. : , ,

    . , .

  • 44

    --------------------------------

    14. :

    .

    15. : , ,

    , ,

    .

    --------------------------------

    16. :

    .

    17. :

    . .

    18. : , ,

    . ,

    .

    19. :

    ,

    . () ,

    .

    ,

    .

    (, 89-91).

    --------------------------------

    20. : ,

    .

    21. : , ,

    , , , (1)

    / , (2) , ,

    , (3)

    : , , ..

    , , (4) ,

    , , ,

    .

    22. :

    , .

    .

    --------------------------------

    23. : , ()

    , () .

    .

  • 45

    24. : () , ,

    ,

    , , , () ,

    .

    25. : ()

    , [Andervan, 1990,

    ], () -, , , -

    , () ,

    (), ()

    .

    26. : ,

    ()

    , () ()

    [Guidelines for Information Literacy for Lifelong

    Learning].

    27. : / ,

    , .

    (. :

    , (ii)

    , (iii) (iv) ,

    , . :

    , , , ,

    )

    --------------------------------

    28. : ,

    - ,

    ,

    ,

    29. : (stimulus)

    (, response). , ,

    ,

    (),

    .

    30. : ,

    (, input), - (O,

    output), , ,

    , , , (f),

    O=f(I).

    , , , ,

    top-down bottom-up . ,

  • 46

    , , , , , . .

    , .., , , .

    .

    , ,

    .

    31. : ,

    ,

    : ,

    --------------------------------

    32. :

    ,

    . ,

    .

    33. :

    .

    34. : (1) , ,

    , (2) :

    ,

    , (3) :

    ,

    , (4)

    ,

    [Nathan

    Rotenstreich, Technology and Politics, 1972] (5) ,

    , , ,

    , (

    ), ,

    , , ...

    35. : ,

    .

    ,

    .