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(1)

ANote:Practice 

of  Educational

      Information 

Processing*1

Takashi 

CHIHARA 

and  Hideki 

NISHIMATSU*2

Summary

    Some  innovations  of  school  education  by  computer-instrumentaion  are  advanced  year

by  year.  First,  the  relationship  between  school  education  and  computer  is  described  brief-ly.  After.available  types  of  CAI,  and  the  educational  significance  of  computer・instrumen-tations,  are  explained,  examples  of  computer  utilization  in  each  school-subject  are  intro・

duced.  Some  theoretical  situations  of  classroom  administration  and  school  management  by

computer  are  explained.  Two  teachers'hand-made  software  for  data・processing  of  academ・

is performance  and  for  S-P  analysis  are  explained  with  concrete  procedures .  Finally  some problems  for  the  future  of  informationalized  society  are  discussed.

1

Computer 

and 

Education

1.Relationships  between  computer  and  education

  1)computer  as  a school-subject's  content

         Acomputer  itself  is learning  material,  such  as"Jouhou  kiso"(base  of  information)in "Gijutsu -ka"(engineering)in  a junior  high  school

. 2)computer  as  a instrument

         Acomputer  is used  to  enrich  teaching  skills  and  for  classroom  administration.     a)as  an  instrument  of  teaching  activity

         Computers  are  actively  used  in  the  educational  communication  between  the  teacher

and  students  and  used  to  enrich  a teacher's  ablity  such  as  presentation  and  collection  of  infor-mation  and  learning  analysis.

   b)as  an  instrument  of  education  management

         Computers  are  used  to  enrich  a  teacher's  ablity  of  information  storage,  retrieval  and for  processing  designs  of  his/her  teaching  process.

    c)as  an  instrument  of  research  for  education

         Computers  are  used  to  analyze  statistically  the  educational  process,  and  to  improve

teaching  methods.

零1Thispaper  mainly  consist  of the  second  author's  lecture-notes  at the  Faculty  of Education

, Shiga  Uni・     versity,  and  was  checked  and  translated  by  the  first author.

宰2Math . teacher  at  Hiyoshi  Junior  High  School.     Shiga  University.

(2)

The  three  points  described  above  are  not  necessarily  divided  distinctively.

2.Teacher's  abilities  to  use  a computer  for  education

     These  ablities  are  to  understand  the  educational  information  on  teaching  methods  and  to

deal  with  it pertinently.

     In  other  words,  they  are  abilities  of  observation  of  a child's  learning  behavior,  analysis  of

performance  data,  evaluation  of  each  child's  academic  performance,  and 

evaluation/selec-tion/organization  of  subject  matrials.  They  are  abilities  of  processing  such  as  analysis, 

evalua-tion,  production,  organization,  and  presentation  of  educational  information,  and  abilities  of

what  and  how  he/she  deals  with  them  by  computer(Sato,1989).

3.Educational  information

  l)educational  information

     Educational  information  is defined  as  useful  information  for  achivement  of  educational

goals.

    a)information  to  be  used  for  getting  knowledge  or  solving  a problem

         ・data  on  books  in the  school  library:loaning  and  returning  of  books,  library  administra・         tion

         ・data  on  materials  for  solving  a task

         ・data  on  audio・visual  materials  for  academic  lesson

         ・software  for  easy  computer  use

   b)information  to  be  used  for  improvement  of  teaching(teaching  information)

         ・data  on  formation  and  practice  of  educational  curriculum          ●data  on  goals,  contents,  and  teaching  plans

         ●data  on  analysis  of  teaching  records          ・data  on  academic  records  and  evaluation

         ●data  on  records  of  school  life:health  care  data          ・data  on  subject  materials  and  educational  instruments          ●data  on  educational  research  in  school

    c)documents  for  school  management

         ・data  of  the  school  register  on  students          ・data  of  teaching  staff

         ・data  on  establishment  and  instruments

4.Computer 

diffusion 

in the  schools

1)computer 

foundation 

ratio  and  average 

numbers 

in March,1995,1996

foundation  ratio average  number

Elementary  schools Junior  high  schools High  schools Special  schools

84.7%

99.7

100.0

98.3

90.7%

99.8

100.0

98.7

6.9%

23.9

61.9

8.9

8.5%

25.3

66.6

10.0

(3)

2)methods 

of computer 

foundations 

in March,1995,1996

       bought 

        rent/lease

others

Elementary  schools Junior  high  schools High  schools Special  schools

67.6%

77.6

73.1

78.3

57.6%

73.9

70.8

77.9

29.7%

21.6

25.8

15.4

39.4%

25.1

28.0

16.1

2.7% 0.8 1ユ 6.3

3.0%

1.0

1.2

6.0

3)where 

computers 

are  in the  school 

on  March,1995,1996

       computer-room 

` 

Rika-room 

     teachers-office

others

Elmentary  schools    33.3% Junior  high  schools    90.9 High  schools      85.O Special  schools       54.1

41.9%

91.7

87.5

57.5

13。2% 12.4 54.1 27,7

14.3%

14.3

54.9

28.8

64.4%

64.6

77.7

43.6

64.2%

67.2

81.2

47.3

18.1%

16.2

45.5

41.0

19.4%

17.3

46.2

39.6

4)establishment 

ratio  of LAN 

system 

on  March,1994,1996

      Elementary;9.4%,13.4%/Junior 

high;56.0%,56.5%/'High;56。3%,60.4%/Special;

        2.6%,8。8%

5)average 

ratio  of teachers 

who 

can  operate 

computers 

on  March,1995,1996

       0perate・teachers 

ratio 

computer-teachable/operate・teachers

Elementary  schools Junior  high  schools High  schools Special  schools 32.2% 47。1 54.5 30.3

39.2%

50.9

58.7

33.7

38.5%

44.7

41.3

35.8

42.6%

44.6

40.5

35.5

6)foundation  ratios  of  computer  software  on  March,1994,1996

                                private-made    cooperative  made  software  on  market

Elementary  schools Junior  high  schools High  schools Special  schools

9.3%

3.7

11.5

13.5

6.6%

3.5

7.7

10.1

6.9%

2.1.

1.7

5.0

5.8%

2.3

1.2

3.0

79.0%

91.0

83.8

68.1

82.1%

91.2

88.9

76.9

II 

Direction 

of  informationalization 

in  education

1.Informationalization  in  the  school  management

1)11areas  of  school  management(Nishinoso,1994)

  a)establishment  and  determinent  of  goals  and  management  plan  in  the  school

  b)organization  and  practice  of  school  management   c)human  relationships

  d)research  activity  of  teaching  staff

  e)supervision  and  advice  of  principal,  viceprincipal,  and  head  teacher   f)office  work  in  the  school

  g)material  administration  in  the  school

  h)social  relationships  in  the  school

  i)organization  of  educational  environment  in  local  society

  j)evaluation  of  the  school

All  items  discribed  above  are  not  computerized.

(4)

2)4steps  of  informationalization(Visscher,1991)

step  1:Programs  are  developed  by  amatuers.  Many  programs  such  as  these  are  developed

         here  and  there.

step  2:Application  software  for  concentrated  office  administration  is  developed.  Data

         used  by  this  program  is not  useable  with  other  programs.

step  3:School  finance,  teachers'disposition,  school  time  tables,  etc.  are  systematized.  Access-   Access-   Access-   ing  necessary  data  is not  difficult.

step  4:Acomputer  system  is stable  and  convenient  for  everyday  use,  and  takes  care  of  all

         school  management  completely.

Japanese  informationalizations  in  school  are  positioned  from  step  2  to  3.

2.Informationalization 

in the  classroom 

management

  1)Activity 

in classroom 

management(Kojima,1990)

  a)Administration 

of the  educational 

curriculum 

in a classroom

    Setting 

up  the  educational 

goal  in a class/Planning 

the  classroom 

management/Organiz-ing  the  class-system/Managmanagement/Organiz-ing 

the  special  activities 

in a class/etc./

  b)Administration 

of the  classroom

    Setting 

up  the  classroom 

environment/Evaluating 

and  improving 

the  classroom 

eviron-ment/

  c)Administration 

of groups 

in the  classroom

    Understanding 

pupils/ 

Teachers'leadership/ 

Human 

relationships 

in the  class/ 

Life・

guidances/ 

Educational 

consultings/

  d)Other 

administration 

in the  classroom

    Relations 

to the  PTA 

and  the  local  government/Relations 

with  another 

class,  grade 

or

school/

There  are  many  activities  in  a classroom.

3.Informationalization  in  learning・guidance

1)Reasons  why  learning-guidance  is facilitated  in  informationalization

  a)Information-education  is established  as  one  of  the  school  subjects  for  computer-literacy

  b)The  computer  is downsized,  and  processes  visual  and  auditory  materials

  c)Procedures  of  computerization  are  exercised  in  a few  schools

2)Use  of  information  technology  in  learning・guidance

a)Presenting  the  information  to  explain  subject  materials

   Type  of  simulation/Type  of  database/Type  of  turtorial/

b)Executing  individual  learning  by  presenting  subject  materials  directly

   Type  of  drill  and  practice/Type  of  turtorial/Type  of  problem-solving/ c)Using  a computer  as  a tool  for  understanding

d)Using  a computer  as  a content  for  the  information  education

e)Educationally  communicating  intra・and  interschool

(5)

g)Administrating  materials  on  learning,  learning  data,  etc.

4.Informationalization  in  career・guidance

  1)Individual  guidance:to  guide  or  advise  a pupil's  social  ability  and  attitude,

     To  foster  his/her  nature  or  disposition  of  social  self-realization,  and  to  bring  up  his/her  abil-ity  of  self-education.

   a)System  to  aid  understanding  of  his/her-self  appropriately

   b)System  to  aid  determining  his/her  way  in  life

    c)System  for  knowing  his/her  learning  and  health

2)Practical  use  of  information  science  for  career  guidance

a)System  to  aid  teachers  in  career  guidance  to  use  academic  performance  data

b)System  of  retrieval  for  high  shools  and  job-searching

c)System  of  access  for  the  inclused  information  by  a student's  need

3)HEART 

system 

in the  Center 

of Daigaku・nyushi(University 

entrance 

examination)

  HEART 

is Higher 

Education 

ARTiculation 

Support 

System.

a)Selecting 

a university

b)Guidance 

for university 

admission

c)Prompt 

report  in HEART

皿   Computer 

use  to  aid  a child's 

learning

1.Improvement  in  teaching  methods

    It is necessary  to  eravolate  computer  use  as  a teaching  machine.   a)Computer  as  a tool  of  teaching

  b)Computer  as  a tool  for  subjective  learning  by  pupil

  c)Computer  as  a tool  for  individual  learning

2.Available 

Software 

for  teaching

   Classification 

of Software(next 

page.)is 

showed 

by  Monbusho(1990),

3.Ideas  of  CAI

  1)CAI  is  Computer  Assisted  Instruction.

     In  the  later  1950s,  CAI  was  developed  and  used  to  teach  people  aviation  control  in  the  US

Air  Force.  Then  CAI  was  developed  and  researched  in  companies  for  fresh-man  orientation

and  in universities  for  school  use.  Thus  the  system  was  eravolated  to  use  computer  for  individ-ual  learning.

  2)Principle  of  CAI

     Learning-software  is  set  a memory  device.  A  learner  puts  necessary  information  in  the

computer  through  an  input  device.  The  computer  processes  it according  to  a  procedure  in

the  learning-software  and  presents  a  response  for  the  learner  on  an  output  device.  This 

(6)

Software

Software  for basic  operations Software  for educational  operation Basic  software   Operating  System   FEP  for  Japanese Word-processing  software Basic  application  software   Japanese  word  processor   Database  software   Drawing  software   etc. Teaching/learning  software   Drill  type   Explanation  type   Problem-solving  type   Simulation  type

  Information  retrieval  type   etc.

Teaching/administrating  software   Making  subject  matter   Collecting  materials   Administrating  performance   Evaluation

  etc.

School  administration  software   Making  school  time・tables   Career  guidance

  Physical  health   Library  administration   Educational  statistics   etc.

ecutes  Learning  through  communication  between  the  computer  and  the  learner.

ess  is controlled  by  the  learning・software  in  the  computer.

This  proc・

4.Classification  of  CAIs

     The  higher  the  level  of  CAI,  the  more  associative  and  inductive  the  learning  theories

become.  The  lower  type  of  CAI,  the  more  cognitive  and  detective  in  the  learning  theories.

(lmae,1992)

  1)Drill・practice  type

     Progress  of  followings,  a presentation  of  problems  by  the  computer,  an  input  of  response by  the  learner,  and  a presentation  of  KR・, is repeated.  It is equivalent  to  an  exercise  in  school  tea・

ching.  Its  structure  is  simple,  so  making  software  is  relatively  easy  and  much  market 

soft-ware  for  learning  are  of  this  type.  This  type  is very  avairable  in  case  it is necessary  to  exer・ cise  repeatedly  for  memory  of  basic  items  and  for  calculation.

  2)Tutorial  type

     This  type  is called  teach・in  type  or  individual  instruction  type.  Typical  proceedings  are 

fol-lowings.  Sentences  or  pictures  for  explanations  are  present  on  CRT.  This  phase  corresponds

to  the  introduction  or  explanation  in  a  textbook.  The  interpretation  is  usually  divided  in  to

steps.  An  explanation  in  each  step  is  executed  by  using  characters,  figures,photo  pictures,

and/or  animations,  This  step  is called  a"frame".  After  the  explanation,  problems  for  the  exer-cise  are  usually  presented  to  fix  and  confirm  the  learning.

(7)

  3)Data  base  type

     This  type  is for  the  student  to  learn  contents  stored  by  computer  accessing  to  computer.

This  is  also  called  the  Information  retrieval  type.  Information  retrieved  is constructed  not

only  by  characters  but  also  by  visual  images.  This  informaton  is  structured  in  a  network

system.

4)Game/simulation  type

     Simulations  are  used  when  an  examination  in  a real  situation  is difficult  because  of  cost,

time,  and  danger.  A  game  is  a fiction  and  different  from  a simulation.  Because  it tends  to

have  simpler  rules  than  a simulation  and  is created  by  game-designers,  it is difficult  to  differen-tiate  them.

5)Problem-solving  type

     The  computer  is uniquely  used  as  a tool  for  a student  to  solve  a problem  presented  by  a tea-cher.  In  most  cases,  basic  software  is used  such  as  a word・processer,  music・player,  calculator, graphic  tool,  etc。   This  type  is called  a  Computer  Assisted  Learning  for  facilitation  of  unique

computer-usage  by  students,  whereas  a tutorial  type  is a more  inductive  CAI.

5.Practice  of  CAIs:General  methods/procedures  of  CAI  schoolings(lmae,1992)

  1)Drill-practice  type

     It flows  as  followings,1Explanation  of  practice,2Drill  practice  on 

CAI,3Comfirma-tion  by  a written  test.  The  first  step  is to  lecture  on  the  contents  of  practice  drills  in  each  class・

room.  Second  and  third  steps  are  executed  in  a  computer-room.  The  second  step  takes

about  35  minutes  with  operating  software  and  the  third  step  is  executed  for  about  15  min・

utes. .

  2)Tutorial  type

     This  type  is basically  as  individual  learning.  It is effective  for  each  student  to  use 

comput-ers  individually  in  order  to  review  school  subjects,  to  study  entrance  examination,  and  to

take  a qualification.

  3)Data-base  type

     This  type  is for  each  student  to  use  individually  when  necessary.  In  schooling,  pupils

learn  the  method  of  its usage.  It is used  for  investigation  just  like  a library.

4)Game/Simulation  type

      This  type  is  the  same  as  a  drill・practice  type.  A  simulation  creates  a  scientific 

experi-ment  on  the  TV  screen.  A  teacher  demonstrates  through  VTR  some  typical  events  prepared

by  CAI  of  this  type.

5)Problem-solving  type

a)Students  learn  functions  of  learning-software  such  as  calculating,  drawing  on  the

     screen,  or  playing  music.

(8)

c)They  actively  solve  the  tasks  while  using  the  software's  functions.

6.Educational  significance  of  CAI  learning(Mizukoshi&Kobayashi,1994)

  1)Individual  learning  in  human  vs.  computer  situation

      This  is an  individual  learning  system  based  a two・way  channel  or  dialog  communication between  human  and  computer.

      This  is a  learning  system  by  the  student's  pace,  without  another  student  interferance,  by

communicating  with  a computer.

  2)Realizing 

fruitful  learning

   This 

learning 

system 

is  executed 

by  reconfirming 

his/her 

learning 

progress. 

This

system 

works 

to achieve 

a higher 

level  of academic 

achievement.

3)Interest  for  academic  learning

      CAI  software  has  some  unique  functions  such  as  animation,  simulation,  making  figures,

etc.  It is effective  for  understanding  knowledge  and  available  to  enhance  interest  or  concern for  academic  learning.  It is useful  to  foster  children's  emotion  and  volition  in  a learning  situa-tion.

4)Cultivating  information・processing  ability

      Manipulating  a  computer  is  useful  to  build  not  only  using・ability  with  a  computer  but

also  information・processing  ability  such  as  judgement,  selection,  and  rearrangement  of 

infor-mation.  It makes  children  understand  the  value  or  significance  of  information.

7.Computer  utilities  in  teaching

  1)Utilization  in  introduction

     An  important  function  of  introduction  is the  motivation  for  academic  learning.

  a)Assisted  activity  for  satisfication  of  the  student's  condition

     CAI  materials  as  drill-practice  type  are  used  to  review  a lesson.  But  the  utilization  for

review  is only  as  a supplement.  it is important  to  use  in  a short  time  the  method  for  activa-tion  of  learning  volition.

  b)Presentation  for  activation  of  challange  volition  to  learning-task

     Presentation  of  an  animation,  execution  of  game・type  or  simulation・type  CAI, 

muliti-presentation  by  visual  image  and  letters  of  social  or  natural  events,  etc.  are  effctive  for  learn-ing。

  2)Utilization  in  teaching

  a)Learning  situation  by  a child's  investigations

     The  child  uses  a computer  and  investigates  materials  to  report  in  class.

  b)Learning  by  experiment  or  practice

     Children  learn  subjects  in  a CAI  system.    c)Utilization  in  finishing

     Some  important  functions  of  finishing  a class  are  for  children.  to  satisfy  for  anticipation to  the  class,  to  reconfirm  his/her  academic  achievement  in  the  class,  to  activate  his/her  voli・ tion  for  the  next  task,  and  to  enjoy  engaging  in  the  tasks.  Drill-practice  type  CAI  is  useful

(9)

and  general  for'self-evaluation  of  his/her  learning  level.

8.Computer  utilizations  in  each  curricular  subject

  l)Japanese

      Learning  activity  in  retrieval  mode  from  information  sources  such  as  a Japanese 

diction-ary,  an  encyclopedia,  etc.  Learning  activity  in  using  a Japanese  word・processer.

  2)Social  science

      Learning  activity  in  retrieval  mode  from  information  source  as  a  who's  who,  an  atlas,

statistical  materials,  etc.  Learning  activity  in  simulation  mode  such  as  a future・estimation,  a

hypothesis-testing,  etc.  Learning  activity  in problem-solving  mode  such  as  analyzing  and  figur・

ing  of  statistical  data.

3)Algebra  and  math.

      Learning  activity  in  information・processing  such  as  making  up  and  calculating 

a cross-table.  Learning  activity  in  graphic-function  mode.  Learning  activity  in  simulation-function mode.

  4)Natural  science

      Learning  activity  in  information-processing.  Learning  activity  in  graphic  function  mode.

Learning  activity  in  simulation  mode  such  as  motions  of  planet,motions  of  fall-down,  earth・

quake,  food-chain  system,  etc.  Learning  activity  in  information  retrieval  mode  such  as  retriev-ing  an  annual  report  of  natural  science,  a pictorial  book  of  wild  grass,  a pictorial  book  of 

ani-mals,  illustrated  book  of  stones,  etc.  Learning  activity  in  computer-communication  mode

such  as  environmental  education.

  5)Life  science

     Learning  activity  in  simulation  mode  such  as  in-door  environment,  dress-making,  etc.

Learning  activity  in  information  retrieval  mode  such  as  life  information,  administrating  of

foods,  nutritional  analizing,  a bill  of  fare,  etc.  Learning  activity  in  graphic  function  mode.

  6)Health 

and  physical 

education

    Learning 

activity 

in simulation 

mode 

such  as  a shot-putting, 

running 

broad(high)jump,

etc.

7)Art

   Learning  activity  in  graphic  function  mode  such  as  drawing  and  painting,  etc.

8)Music

   Learning  activity  in  MIDI  mode  such  as  musical  composition  and  arrangement,  etc.

  9)English

     Learning  activity  in  computer-communication  mode  such  as  communication  with  foreign

(10)

9.Assessment 

of software 

for  learning(Nakano&Hara,1994)

Asample  of assessment  items  of software-program  for  learning

      Assessment  items      raw-score  weight  estimation

Usability  for  different  thinking  and  activity  of  learners Enhance  student's  volition  for learning

Adequacy  of  presentation  of curricular-matters Readiness  for  comprehension  level Adequacy  as an  audio-visual  presentation Clearness  of  learning  object

Reconfirm  and  analysis  of learning  level Adequacy  for  progression  of schooling

Suitability  for  different  learning  modes

Inclusion  of  necessary  information  and  functions Arrangement  of examples  and  comments

Sub-material  as  printed  matter  or  notebook Usability  of  function  for  active  learning Usability  of  computer  manipulation Clearness  of operation  manual Expansion  of system

etc.

raw-score=0=no      1=insufficient  2=more  sufficient  3=very  sufficient

weight:    0=not  neccesary  1=not  worry    2=neccesary        3=very  neccesary

    estimation:raw-score×weight  score

10.Basic 

design 

for  a computer-room(Tsukahara,1993)

  1)Floor 

board, 

basic  size

       160×90cm 

      :one  operator 

with  one  computer 

without 

a printer.

       160×(140-160)cm:one 

operator 

with  one  computer 

and  a printer.

       160×140cm 

     :two 

operator 

with  one  computer 

without 

a printer.

       160×(180-220)cm:two 

operator 

with  two  computers 

and  a printer.

2)Illumination

    The  ideal  situation  is a dark  screen,  with  light  on  the  desk.

    It is  not  desirable  to  have  any  reflected  images  of  illumination  or  window  light  on  the

screen  of display.  It is desirable  to  have  the  computer  room  illuminated  indirectly  from  the  ceil・ ing.

  3)Air  condition

     Machines  dislike  high  temperature,  high  humidity,  and  low  temperature.  The  air  condition-ing  is also  bad  for  children.

4)Electric  power  supply

   One  set  of  computer  needs  300-400  W.  If the  room  has  20  sets,  they  need  6-8kW.

5)Arrangement

  a)Arrangement  for  simultaneous  lessons

    All  student  machines  are  arranged  in  the  same  direction.  The  teacher's  desk  is  put  in

front  of  them  or  in  back  of  them.

    Good  point:Instruction  for  all is easy,  because  students  look  in  the  same  direction,  The  tea・ cher  can  look  at  the  displays  of  all  students,  when  he/she  stands  at  the  last  row  of  student

(11)

desks,  Machine-maintenace  is easy,  because  it is easy  to  access  the  back  of  the  machine .      Bad  point:It  is difficult  for  the  teacher  to  look  at  the  student's  displays  from  a standard  lo-cation  of  the  teacher.  Instruction  to  individuals  is not  easy,  because  the  distance  from  each  com・ puter  desk  is narrow.

   b)Parallel  arrangement

     Computer  desks  are  arranged  so  that  students  face  each  other,  and  are  turned  rectangle

from  the  teacher's  desk.

     Good  point:It  is easy  for  the  teacher  to  walk  to  each  student.  Instruction  for  all  is relative。 ly  easy,  because  students  only  turn  their  faces  to  the  teacher's  desk .

     Bad  point:It  is not  easy  to  look  at  some  displays,  because  they  may  reflect  window  light etc.

   c)Group(llands)arrangement

     There  are  a  few  large  tables  in  the  room.  Students  operate  key・board  on  the  surround・ ings  of  each  table.

     Good  point:Students  can  operate  the  computer  while  discussing  it with  one  another.

     Bad  point:Acomputer  room  for  this  type  must  be  broarder.

   d)Periphery  arrangement

     All  computers  are  set  on  surrounding  walls.  Each  student  turns  their  back  to  the 

room-center,

     Good  point:Teacher  can  look  around  at  all  of  the  student's  displays,  by  standing  in  the

center  of  the  room.  Because  students  have  a  lesson  when  instruction  is necessary , it is easy

for  the  teacher  to  explain  and  students  learn  concentratively.

     Bad  point:Acomputer  room  for  this  type  must  be  braoder  also.

IV 

Computer 

utilization 

to  aid  educational 

administration

1.  Educational  data・processing

     Educational  data  are  academic  achievement,  health,  and  physical  data.

  1)Academic  achievement

     This  process  is executed  in most  schools  by  computers.  A  computer  can  process  in  relative-ly  short  time  the  achievement  distributions  and  tendencies  of  a class  or  a grade.

  2)Processing  physical  motion  measurement  and  health  diagnosis  data

     This  work  over  loads  the  yougo(Japanese;it  means  health  and  sanitation)一teacher  and

the  teacher  of  physical  education.   3)Sports  test

     Sports  tests  deal  with  very  much  data,  then  need  an  appropriate  program  for  processing

and  administration  of  the  data.  Relatively  many  programms  are  developed.

*林Example  of educational  data・processing林 象hand-made  program  by  a teacher

  (1)processing  of  master-file      ①making  a master-file      ②correcting  the  master・file      ③presenting  data  on  the  display

(12)

  ⑤saving  the  master・file  on  a diskett   ⑥processing  of in/out・transfered  student   ⑦processing  of in/out-transfered  teacher

  ⑧mainaining  members  in a class

  ⑨maintaining  members  in a club-circle

  ⑩processing  of career・guidance  data

(2)processing  test-data

  ①input/output  of data

    Presenting,  printing,  sorting,  writing,  correcting,  printing  on  a graphic  or a table   ②reviewing  data  of last-term

  ③copying  data-files (3}  options

  ①adminstrating  a floppy-disk

  ②printing  of  club・data  or  high  school  information   ③setting  a printer

  ④printing  academic  achievement  data

  ⑤making  a file of processed  data

2.Administration  of  school  education

  1)Forming  classes

    Teachers  make  individual・cards  of  students  and  form  classes  by  arranging  the  cards  at  a

very  busy  time,  the  end  of  the  fiscal  year,  in  most  schools,

    Acomputer  helps  decrease  the  work.

2)Making  a list  of  names  in  different  type

    Many  teachers  must  make  many  lists  of  names  at  the  beginning  and  the  end  of  the  fiscal

year  by  stamping  or  hand・writing  names  from  their  classes.  A  necessary  list  of  names  for

three  years  is  made  by  maintaining  the  name-file  by  inputting  names  of  students  when  they

enter.

3.Career  guidance  for  high  schools

     Guidance  desk  work  for  high  schools  makes  teachers  in  middle  school  busier  than

making  a list  of  names  or  processing  academic  achievement  data.  They  must  access 

informa-tion  of  high  schools  and  individual  information  of  the  student  to  judge  the  most  appropriate way  for  him/her.  At  this  time  a computer  is very  useful  in  accessing  information.

4.Analysis  of  test  performance

    Teachers  present  students'test  performance  on  a"student-problem  table"to  consider

their  evaluation  and  progress.

ゆ牌S-P(Student・Problem)table(Sato ,1975,1989)榊   hand・made  program  by  a teacher

  (1)S-Ptable

      Performance  on  an  achievement  test  or  drill  is  rearranged  by  some  order  to  visually  present students'learning  or  questions'quality  for  instructional  guidance  or  consideration  of  the  test.  A  table

(13)

with"1",  if the  answer  is correct,  and"0",  if it is incorrect  on  each  question  and  each  student,  is rearran・ ged  as  the  following.  a)high  score  order  of  student's  total  scores.  b)high  score  order  of  the  question's score,  c)S-curve  and  P-curve.

  (2)nature  of  S-P  table  analysis

    ①it  is appropriate  for  the  learning  process  analysis  of performance  data.

     S-Ptable  analysis  is a nonparametric  analysis  and  suitable  for  a formative  analysis.     ②it  is comprehensible  without  knowledge  of statistical  terms.

     The  theory  and  procedure  is simple.  It gives  available  information  for  a lesson  analysis  and  learning-diagnosis.  It does  not  need  any  technique  or  knowledge  about  statistics  to analyse.

  (3)S-curve

     The  S-curve  is a curved  line  which  is plotted  at a point  that  is counted  from  left  number  of correct answer  on  each  student.  This  is a line  of accumulative  distribution  of each  student's  total  score,  and  pres・ ents  the  accomplishment  of each  student.

  (4)  P-curve

     The  P-curve  is a curved  line  which  is plotted  at a point  that  is counted  from  up-end  number  of cor-rect  answer  on  each  question.  This  is a line  of accumalative  distribution  of  correct  students'number  on each  question,  and  presents  the  difficulty  of each  question,

  (5)  basic  feature  of  S-P  table

    ①many  is are  in left-upper  area  of the  table  and  Os are  in right-bottom.

    ②area  of S-curve's  right-side  is equal  to  area  of P-curve's  right・side.    PROBLEMS

    ③two  areas  surrounding  the  S-curve  and  the  P-curve  are  equal.      塁

(・)estim。ti。 。 。f S.CU,v,      霧

    ①figure(a)shows  an  easy  drill-task.

       .(の         (b)     ②figure(b)shows  a proficient  drill-task  but  not  so  sufficiently.

    ③figure(c)shows  a standard  achivement  test.

    ④figure(d)shows  an  unlearned  drill-task.

    ⑤figure(e)shows  a difficult  drill-task  such  as  a  pretest  before  a  (,)    (d)    (,)

     lesson.

  (7)estimation  of  P-curve

    ①on  figure'(f),  the  P-curve  and  the  S-curve  coincide,  This  is a case  in which  a simple  task  is given.     ②on  figure(g),  the  P-curve  and  the  S-curve  are  separated.  lt indicates  that  students  must  do  some-     thing  before  solving  questions.

    ③on  figure(h),  the  P-curve  is nearly  horrizontal・lt  suggests

     m・ny  questi。 ・・a・e equal  i・diffi・ulty・ ・f・ ・a・app・ ・ently・H・w一         '    ,

     ・ver  it i・di・ates  m・ny  diff・rnt  phases,。 、 a questi。n  i, ea,y  f。r  p    p  pl

     astudent  but  difficult  for  another.                                          (f).        (g)         (h)   (8)differnt  pattern  in  S-P  tables

    ①achivement  test  type.

    ②drill  type.        s              S       S              7ノ 戸       '

    ③lesson  type. 

       

、     

,'

    ④programmed 

learning type. 

      p 

      s  s

       ,!    P         璽 ノ づ                      P㌶     ⑤pretest  type .         ①           ②          ③          ④         ⑤

(14)

(9)closeness  between  the  S-curve  and  the  P・curve

  ①the  two  curves  are close  on  tests  of math  or English  generally,  and  are  separate  on  tests  of social  sci-   ence  or natural  science(lower  grades).

  ②the  two  curves  are  more  separate  on  every-day・tests,  term・tests.  standard・tests.

  ③the  two  curves  tend  to separate  in  the  following  cases;contents  or  methods  of learning・guidance

       コ

   are  not  appropriate;student's  understanding  is not  stable;contents  or  methods  of  test-questions    are  not  adequate.

  ④the  two  curves  tend  to  be  close  on  difficult  questions.  lt is a problem・

(10)coefficient  of  difference  D寧       .    Coefficient  of difference  is defined  as  a following:

     D'=[S(N,n,p)]/{E亡SR(N,n,p)]}

         S(N,n,p)=real  area  surrounded  S-and  P・curve  on  the  S-P  Table

         E[SR(N,n,p)]=expected  value  of  area  surrounded  random  S-and  P-curve

An  approximate  value  of D`is  calculated  followingly.

      D`=Ksp/[4NnP(1-P)xDB(M)]

         Ksp:number  of"1"and"0"in  area  surrounded  S-and  P-curve

         N:number  of  students,  n:number  of  problems,  P:mean  of  correct  ratios

         DB(M}lconstant  number  defined  by  N  and  n

  UD judgement  norm  of D掌and  treatment

    ①D'values  of  a delivery  test  such  as  a drill,  a small  test,  etc.  and  of  an  essay  test  are  about  O・4      normally.  If D事of  a test  is more  than  O.5, results  of  the  test  must  be  considered  remarkably.  If D零      of multiple  choice  test  is more  than  O.6, the  test  must  be  noticable.

    ②D`of  a standard  academic  achievement  test  or  a real  academic  ability  test  is about  O.5 normally.      If the  value  is more  than  O.6, the  test  must  be  noticable。

    ③lf  D'value  is too  small,  it is noticable  sometimes.  lt results  from  a dichotic  classification  of  under・      standings  and  misunderstandings.

    ④lf  the  students  number  is less  than  20,  and  the  number  of  problems  is less  than  10, D'value      should  not  be  reliable。

       コ

    ⑤D'is  available  only  under  the  condition  of  limitations  of 50±25%in  average  of correct  ratios.   (12)coefficient  of  attention

     Coefficient  of attention(CA)for  response  pattern  of a variable  is a value  how  distant  a response  pat-tern  of  a variable  from  the  complete  response  pattern,  which  is not  exchangable"1"and"0"bounded

by  border  line  of  the  variable.  It is calculated  as follows.      ・

     distance  from  complete  response  pattern  to actual  patternCA ≡

CA= 

1一

maximum  distance  from  complete  response  pattern   covariance  of  actual  pattern  and  criterion  variable

covariance  of  complete  pattern  and  criterion  variable

If complete  response  pattern,  CA=0,  if random  response  pattern,  CA≒1. 03)actual  calculation  method  of  coefficient  of  attention

(15)

CAPi=(TPj  O-TPj1)/(TPjS-TSPj  x MS)

    TPj  O=summation  of  total  score  corresponded  with"0"on  the  upper  problem  Pj  on           the  P-curve

    TPjl=summation  of  total  score  corresponded  with"r'on  the  lower  problem  Pj  on  the 

P-          curve         .

    TPjS=summation  of  total  score  of  students  under  problem  Pj  on  the  P-curve

    TSPi=summation  of  correct  responses  of  problem  Pj

    MS=mean  score

②coefficient  of  attention  for  a student

CASi=(NSi  O-NSH)/(TSiC-TSSi  x MC)

    NSi  O=number  of  correct  responses  corresponded  with"0"on  the  left  side  of  the  S-          curve

    NSH=summation  of  number  of  correct  responses  corresponded  with"1"on  the  right

         side  of  the  S-curve

    TSiC=summation  of  number  of  correct  responses  on  the  left  side  of  the  S-curve     TSSi=total  score  of  student's  Si

    MC=mean  number  of  correct  responses

(10judge-standard  of CAP  and  CAS,  and  their  treatment

correct-response ratio  of items

score

of

student

0.85

better

0.15

best

reconsider

reconsider

no-good

better    I    no-good        O.50rO.6     CA  of problem

Evaluation  of  problem

best

normal

careless  miss

reattention

readiness

     a.formative  test

  If  correct-response  ratio  is  less  than  85%  and CA  is  more  than  O.5,  it is  necessary  to  give  it more  attention.  If CA  is more  than  O.75  and  cor-rect-response  ratio  is  under  as  same,  it  must  be given  more  attention.

     b.  standard  test

  If  CA  is more  than  O.6,  it is  necessary  to  give it more  attention.

in§ufficient    Iunstable  learning          O.50rO.6

       CA  of student     Diagnosis  of  student

5.Analysis  of  classroom  instruction

    Analysis  of  classroom  instruction  by  Flanders(1970).

    Interactional  utterances  of  a  teacher  and  students  in  classroom  instruction  are 

categor-ized  in  10  categories。   There  are  7  categories  for  teacher's,2categories  for  students' , and  l

for  a silent  or  confusing  situation.  These  classifications  are  executed  every  3 sconds  through

video・tape  observation  of  an  instruction.  Each  category  is  counted  in  a  10×10  matrix

, where  the  column  is the  previous  category  and  the  row  is the  present  category . Thus  the 

class-room  instruction  is evaluated  by  a modality  of  the  matrix  table .

    The  teacher's  utterance  categories  are  as  followings.1:acception  of  affection,2:encour・

aging,  3:acception  of  idea,  4=inquiring,  5:protesting

,  6=directing,  and  7:criticizing.

(16)

ry  is a silent  or  confus孟ng  situation.

6.  Schedule 

for  school 

activities

    Measurement 

and 

recording 

in  events 

such 

as  Marathon, 

short 

course 

running, 

and

Ekiden.

7.Processing  of  questio皿aires

     Many  investigations  are  excuted  in  a school  to  study  teaching  skills,  to  evaluate  a school event,  to collect  information  for  daily  guidance  of  students,  etc.  Computer  processing  of the  col-lected  data  proffers  effective  information.

8.Ad皿inistration  of  documents

     Many  docu.ments  are  made,  utilized,  and  stored  in a school. uments  is necessary  for  a school  to  be  activated  sufficiently.

Effective  administration  of  doc一

9.1)ata  base  for  educational  information

     It is very  useful  for  instructional  activities  in  school  to  access  a data  base  of  educational  in・

formation  through  a net-work  system.

     We  access  the  educational  information  data  base  of  the  research  center  of  curriculum・

development  in  Gifu  University,  which  stores  plan-documents  of  instruction,  records  of  teach・

ing  activity,  learning  tasks,  exercises,  evaluation  materials,  software  for  learning,  etc.

     The  National  Institute  of  Education  also  has  a  center  of  educational  information  and

offers'some  data  bases  of  education  which  are  collected  from  teachers,  researchers, 

ad-ministraters,  etc.  all over  Japan.

10.Ad皿inistration  of  the  schools  time-table

     Formation  of  the  schools  time-table  for  each  classroom  is  very  complex  and  elaborate

work  with  careful  consideration  of  each  teacher's  time・table  for  school  of  each  classroom  and

some  special(such  as  music,  art,  experiment,  etc.)classroom's  usages.for  formal  schooling

and  extracurricular  activities.  A  computer  is  used  not  to  make  an  automatic  ultimate 

time-table  but  to  make  some  alternative  time-tables  as  possible  for  discussion.

11.library  administration

     Rearrangement,  inspection,  and  retrieval  of  books  are  executed  by  using  a data-base 

soft-ware.  Some  software  realizes  much  statistical  processing  from  lending  and  returning 

data-files  and  individual-lender  files.

12.other  computer  usages

     Acomputer  is  used  for  composition  of  subject  materials,  administration  of  school 

(17)

V 

Fostering 

of  the  computer 

literacy 

in  school 

education

1.Computer  literacy:its  ideas  and  historical  views

  1)Computer  literacy

     Computer  literacy  is a fundamental  ability  of  selecting  and  using  intensively  some  informa・

tion  and  information-media.  It consists  of  the  following  four  components:1abilities  of 

judge-ment,  selection,  rearrangement,  processing,  creation,  and  communication  on 

information.2ab-ilities  of  understanding  informationalized  societies'.  characteristics  and  of  understanding  of・

fects  of  informationalization  on  societies  and  human  beings.3comprehension  of 

responsibil-ity  for  information  and  of  cognition  importance.4comprehension  of  basic  information  sci・

ence  and  nautre  of  information  media,  especially  computer,  and  aquisition  of  basic  operation for  them.

  2)Historical  outline  of  fosterng  computer  literacy

     Acommittee  on  the  contents  of  education,  in  the  Educational  Council,  reported  that  foster-ing  an  ability  for  self-education  such  as  learning  an  volition  for  learning  must  be  made  much

further  in  school,  in  1983.  The  Educational  Council  submitted  the  first  report  in  which  the

main  theme  was  on  the  basic  plan  of  computer  innovation  in  education,  in  1985.  The  council

submitted  the  secondary  report  in which  the  main  theme  was  on  three  principles  of  correspond・

ance  to  informationalized  society  and  on  fostering  of  computer  literacy,  in  1986.  The  main

theme  in  the  third  report  of  the  Council  was"intelligent  school",  that  is construction  of 

a net-work  system  in  educational  information  through."new  media"technique .  In  1988,  the  last

report  of  the  Educational  Council  was  released.  It proposed  the  new  direction  of  Japanese 

ed-ucation  from  kinder-garden  to  university,  graduate  school,  was  informationalization  and 

inter-nationalization  in  the  contents  and  institution  of  education.  After  the  report,  many  policies

of  education  were  designed  and  enforced.  For  example,  in  1993,  a  new  educational  course

named"integration  course"was  proposed  as  one  of  courses  in  high  school  education .

2.Relationships  between  subject-education  and  computer  literacy

  l)Four  abilities  of  computer  literacy  and  education  on  the  computer

   a)abilities  of  judgement,  selection,  rearrangement,  processing,  creation,  and  communica・

tion  of  information,

     Japanese:to  cultivate  abilities  for  the  following  activities,  ie. accurate  comprehention  of

speech  and/or  sentence  contents,  appropriate  summarization  in  necessary  cases,  collection  of

suitable  information,  and  their  utilization  for  the  sake  of  making  up  him/her  own  ideas.      Social  science:to  rear  abilities  and  attitudes  of  properly  selecting  and  activating  many  ma-terials.

     Mathematics:to  understand  numbers,  figures,  and'functions  and  to  foster  abilities 

of infor-mation  judgement,  its rearrangement,  and  its processing  through  collection  or  rearrangement

of  materials。

     Natural  science:to  think  much  of  observation  and/or  experiment,  to  understand  how  to

deal  with  and  how  to  use  observed  data,  to  use  a computer  for  information  retrieval, 

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    Drawing 

art:to 

activate 

creation 

and  communication 

of new 

information 

by  colorization

and  formation.

     Engineering  and  home-economics:to  rear  abilities  of  information  selection  and  process・

ing  by  using  software,  and  to  practically  use  a computer  for  solving  daily  problems.

     Home-economics  for  high  school:to  understand  relationships  between  information  and

daily  life, and  to  activate  abilities  of  selection  and  utilization  of  everyday-life  information.      Foreign  language:to  further  foster  the  ability  of  communication.'

     Special  activity:to  rear  abilities  of  information  selection,  judgement,  and  processing 

thr-ough 

utilization 

of  school・library, 

and 

through 

comprehension 

and 

application 

of 

career-guidance 

information.

    b)abilities  of  understanding  informationalized  societies'characteristics  and  of 

understand-ing  effects  of  informationalization  on  societies  and  human  beings.

     Social  science:to  understand  effects  of  information  transfer  and  its socialization's 

prog-ress  on  actual  society.

    Health 

and 

physial 

education:to 

understand 

effects 

of  computer 

utilization 

on  the

human 

body.

    Engineering 

and  home・economics:to 

understand 

effects  and  roles  of information 

media

on  daily  life and  industrial 

world.

    Home-economics 

for  high  school:to 

comprehend 

effects  and  roles  of computers 

on  daily

life。

    c>comprehension  of  responsibility  for  information  and  of  cognition  importance.      Social  science:to  understand  importance  of  information,

     Morality:to  learn  respect  of  own  and  others  human  rights.

     Special  activity:to  learn  adequate  application  of  information.

    d)comprehension  of  basic  information  science  and  nautre  of  information  media,  especially

computer,  and  aquisition  of  basic  operation  for  them.

     Math.  for  junior  high  school:to  express  calculation  procedures  on  a flow-chart,  and  to 

un-derstand  counting  methods  of  binary  digits  and/or  a×10".

     Math.  for  high  school:to  learn``calculation  and  computer"in"Math.  A",  to  learn"calcula-tion-method  and  computer"in"Math.  B",  and  to  learn  to  use  a computer  from  view  point  of  ap-plied  mathematics  in"Math.  C".

      Natural  Science  for  junior  high  school:to  understand  developmental  process  of 

comput-er  as  information  media,  in  the  lst  Field.

      Natural  Science  for  high  school:to  comprehend  communication,  processing,  and  creation

of  information  as  information  media  in"Physics  I A".

    Engineering 

and  Home-economics:to 

understand 

the  role  and  function 

of computers 

thr-ough 

manipulation 

of  the  computer, 

to  rear  basic 

ability 

of  appropriate 

information-utilization, 

and  to make 

a simple 

program 

for a computer.

2)Basic  view  point  to  use  a computer  as  a teaching  tool.

a)for  what  purpose  do  you  use  a computer? To  rear  power  of  self・education

    Will  or  volition  for  intensive  learning/Active  inquiry  for  problem  solving/     Ability  to  establish  one's  own  purpose  and  to  select  and  use  necessary  information/

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     Ability  to  learn  what  and  how  he/she  can  learn/ To  rear  one's  computer  literacy

     Judgement,  selection,  rearrangement,  and  processing  of information/Creation  and 

commu-nication  of  new  information/

     Comprehension  of  effects  of  information  on  society  and  human  life/

     Comprehension  of  importance  of  information/Responsibility  for  information  handling/

     Comprehension  of  basic  information  science  and  information  media/

To  foster  new  scholorship

     Active  application  of  computers/

To  rear  ability  of  intensive  corespondance  for  informationalization  in  society

     Establishment  of  one's  own  problem/Selection  of  necessary  information/

     Application  of  information  and  its  media  for  one's  purpose/

     Production  of  useful  information/Expression  of  it by  information  media/

   b)how  do  you  use  a computer

     Elementary  school:not  to  apply  software  to  teaching,  but  to  select  and  use  appropriate software  in  the  teaching  process.

     Junior  high  school:to  learn  about  computers,  subject's  name"informton  base",  its  meant

for  basic  knowledge  of  information  and  of  computers。   Teachers  use  computers  in  their 

class-rooms.

VI 

Utilities 

and 

ownerships 

of  information

1.Intelligent  ownerships  and  copyright  system

     Intelligent  ownerships:copyright,  patent  right,  utility  model  right,  design  copyright,  trade・ mark  right.

     Awork  with  copyright:It  is an  expression  of  author's  original  thought  or  affection,  and

falls  under  one  of  four  categories;literature,  academy,  art,  and  music.

     Computer  program:Original  computer  program  or  data  base  system  is protected  by  the

copyright  law  since  1986,1987,  in  Japan.

2.Notice  of  copyrighted  materials'use  in  school

      Limitation  provision  on  copyright:Copy  for  personal  use/Copy血afacility  such  as 

a li-brary/Copy  in  citation/Copy  in  an  educational  establishment  as  a  school/Copy  by  a 

li-brary/

      Teachers  are  generally  acknowledged  to  copy  a copyrighted  matter  for  the  purpose  of

using  it in  their  teaching  activities.  In  general  a board  of  education  is  not  admitted  to  copy it for  a purpose  of  distributon  to  schools  under  their  control.

      Actual  cases  of  permissible  copy:Copy  for  a  lecture/Appreciation  of  CD  in  a  Music

class  and  in  a school-broardcast/Utilization  of  video・software  for  education  in  a school/Utili・ zation  of  a copy  of  art  work  in  a school/

3.  Protection  of  privacy

    Personal  informations  should  be  dealt  with  in  a computer  system  as  follows.

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and  to  limit  access  to  private  information.

     To  put  restrictions  on  extent  of  utilization  of  stored  personal  information.

     To  assure  one  to  know  existence  and  content  of  his/her  information,  and  to  correct  his/

her  data.

     To  administrate  exactness  and  up・to-date  personal  information,  and  to  make  security

from  rewriting  and  destruction  of  data.

     To  define  a responsibility  of  data-administrater  for  the  protection  of  privacy.

V皿  Some 

problems 

of  the  informationalzation

1.Arrangement  of  hardwares

     In  1996,90.7%of  elementary  schools  had  computers,  the  average  number  of  computers

was  8.5.  Possesion  ratio  of  junior  high  schools  was  99.8,  the  average  number  of  computers was  25.3.

     Most  junior  high  schools  have  a computer  room,  but  only  41.9%of  elementary  schools

have  a computer  room.

2.Arrangement  of  softwares

     Most  educational  software  is  for  math.  and  natural  science.

subjects  must  be  developed  as  soon  as  possble.

Software 

in  all  school.

3.Teachers'training  for  computer

     Teachers  who  can  manipulate  a  computer  are  39.2%in  elementary  schools,50.9%in

junior  high  schools.  Teachers  should  participate  in  computer  training  seminars  by  a  board

of  education,  and  it is  necessary  for  inexperienced  teachers  to  be  trained  formally  and 

in-formally

4.Design  of  teaching  methods

     It is necessary  to  define  teaching  goals  on  each  educational  domain,  and  to  integrate 

infor-mation  education  and  the  purposes  of  each  domain.  Contents  of  domain  goals  in 

scholor-ships  are  as  followings:Knowledge,  comprehension,  and  thinking  in  the  cognition  domain/

View-point,  investigation,  manipulation,  experiment,  and  calculation  in  skill 

domain/Inter-est,  intention,  attitude,  valuation  of  affection  and  volition  domain.

5.Utilization 

of media-mix 

and/or 

multimedia

    Media-mix 

is to enforce 

functions 

of media 

by  means 

combining 

some 

media. 

Recently,

some  teachers  tried  to  combine  some  printed  materials  as  a  textbook  and  pictorial・book,

some  static  pictures  as  OHP-sheets  and  photographs,  and  some  animation  materials  as 

video-tape.

     Multi-media  is a  system  integrating  many  media  on  a computer  system.  Some  teachers

may  be  trained  as  multi-media  users.  not  only  to  operate  a computer  but  also  to  effectively use  some  media  in  the  teaching  process.

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