Intelligent WEb-Based Interactive System for Education

HAL Id: tel-00512355

https://tel.archives-ouvertes.fr/tel-00512355

Submitted on 15 May 2017

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Public Domain

Nabhan Homsi Masun

To cite this version:

Nabhan Homsi Masun. Intelligent WEb-Based Interactive System for Education. Mathematics [math].

Université d’Alep, 2010. Arabic. �tel-00512355�

ﻡﻭﻠﻌﻟﺍ ﺔﻴﻠﻜ

ﺕﺎﻴﻀﺎﻴﺭﻟﺍ ﻡﺴﻗ ﺔﻴﺘﺎﻤﻭﻠﻌﻤ

–

لﺠﺃ ﻥﻤ ﻲﻜﺫ ﻲﻠﻋﺎﻔﺘ ﻡﺎﻅﻨ ﻡﻴﻠﻌﱠﺘﻟﺍ

ﺔﻴﺘﻭﺒﻜﻨﻌﻟﺍ ﺔﻜﺒﺸﻟﺍ ﻰﻠﻋ

ﺔﺠﺭﺩ لﻴﻨﻟ ﺕﺩﻋُﺃ ﺔﻟﺎﺴﺭ ﻩﺍﺭﻭﺘﻜﺩﻟﺍ

ﻲﻓ ﺕﺎﻴﻀﺎﻴﺭﻟﺍ -

ﺔﻴﺘﺎﻤﻭﻠﻌﻤﻟﺍ

ﺩﺍﺩﻋﺇ

ﻲﻨﻴﺭﺒﺠ ﻲﺼﻤﺤ ﻥﺎﻬﺒﻨ ﻥﻭﺼﻤ

ﺔﻴﺭﺠﻫ 1431

ﻼﻴﻤ 2010

ﺔﻴﺩ

ﻡﻭﻠﻌﻟﺍ ﺔﻴﻠﻜ

ﺕﺎﻴﻀﺎﻴﺭﻟﺍ ﻡﺴﻗ -

ﺔﻴﺘﺎﻤﻭﻠﻌﻤ

لﺠﺃ ﻥﻤ ﻲﻜﺫ ﻲﻠﻋﺎﻔﺘ ﻡﺎﻅﻨ ﻡﻴﻠﻌﱠﺘﻟﺍ

ﺔﻴﺘﻭﺒﻜﻨﻌﻟﺍ ﺔﻜﺒﺸﻟﺍ ﻰﻠﻋ

ﻑﺍﺭﺸﺈﺒ

ﺩ . ﺎﻴﻨﺍﺭ ﻲﻔﻁﻟ ﺃ

. ﺩ . ﺕﺎﻜﺭﺒ ﺙﺎﻴﻏ

ﺔﺴﺩﻨﻬﻟﺍ ﺔﻴﻠﻜ ﺔﻴﺘﺎﻤﻭﻠﻌﻤﻟﺍ

ﺔﻌﻤﺎﺠ ﺙﻌﺒﻟﺍ ﺔﻴﻨﺎﺴﻨﻹﺍ ﻡﻭﻠﻌﻟﺍﻭ ﺏﺍﺩﻵﺍ ﺔﻴﻠﻜ

ﺔﻌﻤﺎﺠ ﺏﻠﺤ

ﻥﻭﺎﻌﺘﻟﺎﺒ

ﻤ ﺍﺯﻭﺭ ﺱﻻﺎﺴ ﻭﺭﺭﺎﻜ ﺎﻴﺭﺎ

ﺃ . ﺩ . ﺩﺤﺍﻭﻟﺍ ﺩﺒﻋ ﺏﻴﺠﻨ

ﺔﻴﺘﺎﻤﻭﻠﻌﻤﻠﻟ ﺔﻴﻨﻜﻴﺘﻭﻟﻭﺒﻟﺍ ﺔﺴﺭﺩﻤﻟﺍ

ﻴﺭﺩﻤ ﺔﻌﻤﺎﺠ ﺩ

ﺔﻠﻘﺘﺴﻤﻟﺍ -

ﺎﻴﻨﺎﺒﺴﺇ ﺔﻴﻜﻴﻨﺎﻜﻴﻤﻟﺍ ﺔﺴﺩﻨﻬﻟﺍ ﺔﻴﻠﻜ

ﺏﻠﺤ ﺔﻌﻤﺎﺠ

ﺔﻴﺭﺠﻫ 1431

ﺔﻴﺩﻼﻴﻤ 2010

ﺔﻴﺭﻭﺴﻟﺍ ﺔﻴﺒﺭﻌﻟﺍ ﺔﻴﺭﻭﻬﻤﺠﻟﺍ

ﺏﻠﺤ ﺔﻌﻤﺎﺠ

ﺔﻟﺎﺴﺭﻟﺍ ﻩﺫﻫ ﺕﻤﺩﹸﻗ

ﺩ لﻴﻨ ﺕﺎﺒﻠﻁﺘﻤﻟ ﹰﻻﺎﻤﻜﺘﺴﺍ ﺔﺠﺭ

ﻩﺍﺭﻭﺘﻜﺩﻟﺍ ﻲﻓ

ﺕﺎﻴﻀﺎﻴﺭﻟﺍ -

ﺔﻴﺘﺎﻤﻭﻠﻌﻤ

ﻡﻭﻠﻌﻟﺍ ﺔﻴﻠﻜ ﻥﻤ ﺏﻠﺤ ﺔﻌﻤﺎﺠ

–

ﺔﺤﺸﺭﻤﻟﺍ

ﻲﻨﻴﺭﺒﺠ ﻲﺼﻤﺤ ﻥﺎﻬﺒﻨ ﻥﻭﺼﻤ

This thesis has been submitted in fulfillment of the requirement for Doctor of Philosophy degree in Computer Science at the Faculty of Science, University of Aleppo.

Candidate

Masun Nabhan Homsi Jubrini

ﺏﻠﺤ ﺔﻌﻤﺎﺠ

ﺢﻴﺭﺼﺘ

ﺙﺤﺒﻟﺍ ﺍﺫﻫ ﻥﺄﺒ ﺡﺭﺼﺃ

"

لﺠﺃ ﻥﻤ ﻲﻜﺫ ﻲﻠﻋﺎﻔﺘ ﻡﺎﻅﻨ ﻡﻴﻠﻌﱠﺘﻟﺍ

ﺔـﻴﺘﻭﺒﻜﻨﻌﻟﺍ ﺔﻜﺒﺸـﻟﺍ ﻰﻠﻋ "

ﻡـﻟ

ﻰﻠﻋ لﻭﺼﺤﻠﻟ ﹰﺎﻴﻟﺎﺤ ﻡﺩﻘﻤ ﻭﻫ ﻻﻭ ﺓﺩﺎﻬﺸ ﺔﻴﺃ ﻰﻠﻋ لﻭﺼﺤﻠﻟ لﺒﹸﻗ ﻥﺃ ﻕﺒﺴﻴ ﻯﺭﺨﺃ ﺓﺩﺎﻬﺸ

.

ﺔﺤﺸﺭﻤﻟﺍ

ﻲﻨﻴﺭﺒﺠ ﻲﺼﻤﺤ ﻥﺎﻬﺒﻨ ﻥﻭﺼﻤ

DECLARATION

It is hereby, I declare that this work “Intelligent Web-Based Interactive System for Education” has not been already accepted for any degree, nor is it being submitted at present for any other degree.

Candidate

Masun Nabhan Homsi Jubrini

ﺏﻠﺤ ﺔﻌﻤﺎﺠ

ﺓﺩﺎﻬﺸ

ﺔﺤـﺸﺭﻤﻟﺍ ﻪـﺒ ﺕﻤﺎﻗ ،ﻲﻤﻠﻋ ﺙﺤﺒ ﺔﺠﻴﺘﻨ ﻭﻫ ﺔﻟﺎﺴﺭﻟﺍ ﻩﺫﻫ ﻲﻓ ﻑﻭﺼﻭﻤﻟﺍ لﻤﻌﻟﺍ ﻥﺄﺒ ﺩﻬﺸﻨ ﺎﻴﻠﻌﻟﺍ ﺕﺎﺴﺍﺭﺩﻟﺍ ﺔﺒﻟﺎﻁ ﻲﻨﻴﺭﺒﺠ ﻲﺼﻤﺤ ﻥﺎﻬﺒﻨ ﻥﻭﺼﻤ

ﺕﺎﻴـﻀﺎﻴﺭﻟﺍ ﻡﺴﻗ ﻥﻤ ﺔـﻴﺘﺎﻤﻭﻠﻌﻤ

–

ﻠﻜ ﻑﺍﺭﺸﺇ ﺕﺤﺘ ،ﺏﻠﺤ ﺔﻌﻤﺎﺠ ﻲﻓ ﻡﻭﻠﻌﻟﺍ ﺔﻴ ﺫﺎﺘﺴﻷﺍ

ﺭﻭﺘﻜﺩﻟﺍ ﺕﺎﻜﺭﺒ ﺙﺎﻴﻏ

ﺓﺭﻭﺘﻜﺩﻟﺍﻭ ﺎـﻴﻨﺍﺭ

ﻲﻔﻁﻟ ﺔﻌﻤﺎﺠ ﻲﻓ ﺔﻴﺘﺎﻤﻭﻠﻌﻤﻟﺍ ﺔﺴﺩﻨﻬﻟﺍ ﺔﻴﻠﻜ ﻲﻓ ﺙﻌﺒﻟﺍ

ﺎـﻴﺭﺎﻤ ﺍﺯﻭﺭ ﺓﺭﻭﺘﻜﺩـﻟﺍ ﻊﻤ ﻥﻭﺎﻌﺘﻟﺎﺒ

ﺔﻠﻘﺘﺴﻤﻟﺍ ﺩﻴﺭﺩﻤ ﺔﻌﻤﺎﺠ ﻥﻤ ﺱﻻﺎﺴ ﻭﺭﺭﺎﻜ ﻥـﻤ ﺩـﺤﺍﻭﻟﺍ ﺩﺒﻋ ﺏﻴﺠﻨ ﺩﻤﺤﻤ ﺭﻭﺘﻜﺩﻟﺍ ﺫﺎﺘﺴﻷﺍﻭ

ﻜﻴﻨﺎﻜﻴﻤﻟﺍ ﺔﺴﺩﻨﻬﻟﺍ ﺔﻴﻠﻜ

ﺏﻠﺤ ﺔﻌﻤﺎﺠ ﻲﻓ ﺔﻴ .

ﻉﻭـﻀﻭﻤﻟﺍ ﺍﺫﻫ ﻲﻓ ﺭﺨﺁ ﺙﺤﺒ ﻰﻟﺇ ﻉﻭﺠﺭ ﻱﺃﻭ

ﺹﻨﻟﺍ ﻲﻓ ﻕﺜﻭﻤ .

ﺔﺤﺸﺭﻤﻟﺍ

ﺔﻟﺎﺴﺭﻟﺍ ﻰﻠﻋ ﻑﺭﺸﻤﻟﺍ

ﻲﻨﻴﺭﺒﺠ ﻲﺼﻤﺤ ﻥﺎﻬﺒﻨ ﻥﻭﺼﻤ

ﺫﺎﺘﺴﻷﺍ ﺭﻭﺘﻜﺩﻟﺍ

ﺕﺎﻜﺭﺒ ﺙﺎﻴﻏ

CERTIFICATION

It is hereby certified that the work described in this thesis is the result of the candidate’s own investigation under the supervision of Prof.

Ghias Barakat and Dr. Rania Lutfi in the Department of Artificial Intelligence, Faculty of Informatics Engineering– University of Albaath, with the collaboration of Dr. Rosa María Carro Salas from Universidad Autónoma de Madrid and Prof. Mohammad Najib Abdul Wahed from University of Aleppo. Any Reference to other researcher’s work has been duly acknowledged in the text.

Supervision of

Candidate

Prof.Ghias Barakat

Masun Nabhan Homsi Jubrini

Dated Aleppo / / 2010

A mi madre,

A mi hermano Majer y su familia

A la memoria de mi padre y hermano que siempre

vivirán a mi lado.

ﺭﻜﺸﻟﺎﺒ ﻪﺠﻭﺘﺃ :

ﻥﻤ ﻑﺭﻅﻭ ﺔﻅﺤﻟ لﻜ ﻲﻓ ﻲﻠﻘﻋﻭ ﻲﺒﻠﻗ ﻲﻓ ﻥﻜﺎﺴﻟﺍ ،ﻥﻴﻤﻟﺎﻌﻟﺍ ﺏﺭ ،ﻡﻭﻴﻘﻟﺍ ﻲﺤﻟﺍ ﷲﺍ ﻰﻟﺇ • ﻱﺫﻟﺍﻭ ﻲﺘﺎﻴﺤ ﻑﺩﻬﻟﺍ ﺍﺫﻫ ﻕﻴﻘﺤﺘﻟ ﺓﺎﻴﺤﻟﺍ ﺔﺼﺭﻓ ﻲﻨﺎﻁﻋﺃ

.

ﻰﻟﺇ • ﺎﻬﻤﺍﺩﺃﻭ ﷲﺍ ﺎﻬﻅﻔﺤ ﺔﻨﻭﻨﺤﻟﺍ ﻲﻤﺃ ،ﻥﺎﻤﻷﺍ ﻁﺸﻭ ﻥﺎﻨﺤﻟﺍ ﺭﺤﺒﻭ ﺀﺎﻁﻌﻟﺍ ﺭﻬﻨ .

ﻰـﻟﺇ ﺭﻤﺫﺘ ﻭﺃ لﻠﻤ ﻥﻭﺩ ﻲﻨﻘﻓﺍﺭﻴ ﻥﺎﻜ ﻱﺫﻟﺍ ﻰﻟﺇ ً،ﺎﺤﺭﺠﻭ ﺓﻭﺠﻓ ﺡﻭﺭﻟﺍ ﻲﻓ ﻙﺭﺘ ﻱﺫﻟﺍ ﻰﻟﺇ •

ﺨﺁ ﻥﺎﻜ ﻱﺫﻟﺍ ﻰﻟﺇ ،ﻲﺘﺴﺍﺭﺩ ﻲﻬﻨﺃ ﻲﻜﻟ ﺏﺍﺭﺘﻏﻻﺍ ﺩﻼﺒ ﻲﻓ لﻴﻠﻟﺍ ﻲﻓ ﺓﺭﺨﺄﺘﻤ ﺕﺎﻋﺎﺴ لﺍﺅـﺴ ﺭ

ﻲﻟ ﻪﺤﺭﻁ ﺩﻗ

"

؟ﺔﻟﺎﺴﺭﻟﺍ ﻩﺫﻫ ﻲﻬﺘﻨﺘ ﺡ ﻰﺘﻤ ﻰﻟﺇ

"

ﺩـﻴﻌﺒ ﺕـﻨﺃ ؟ﺕﻨﺃ ﻥﻴﺃ ﻥﻜﻟﻭ ﺎﻬﻴﻬﻨﺃ ﺎﻨﺃ ﺎﻫﻭ ،

ﻪﻨﺎﻨﺠ ﺢﻴﺴﻓ ﻙﻨﻜﺴﺃﻭ ﷲﺍ ﻙﻤﺤﺭ ﻲﺒﺃ ،ﻙﺤﻭﺭ ﻲﻓ ﺏﻴﺭﻗ ﻙﺩﺴﺠ ﻲﻓ .

ﺏـﻠﻗ ﻰـﻘﻨﺃﻭ ﻰﻔﺼﺃ ﺏﺤﺎﺼ ﻥﺎﻜ ﻱﺫﻟﺍ ،ﺎﻨﻬﻤ ﺭﻴﺒﻜﻟﺍ ﻲﺨﺃ ﺔﻨﻭﻨﺤﻟﺍ ﺓﺭﻫﺎﻁﻟﺍ ﺡﻭﺭﻟﺍ ﻰﻟﺇ • ﻪﺘﻓﺭﻋ . ﺭﻫﺎﻤ ﻲﺨﺃ ﻰﻟﺇ • ﻪﺘﻠﺌﺎﻋﻭ

)

،ﻡﻴﺤﺭﻟﺍ ﺩﺒﻋ

ﻲﺒﻭﺭﻴﺎﻨﻭ ،ﺎﻨﻬﻤ (

ﻬﻨﻭﻜﻟ ﻡ ﻑـﺸﺭﺃ ﻱﺭﺎـﻫﺯﺃ ﺔﻗﺎﺒ

ﻱﺭﺎﺨﺘﻓﺍﻭ ﻲﺘﻤﺴﺒ ﺎﻬﻨﻤ .

ﻰﻟﺇ • ﺓﺭﺍﺯﻭ ﻡﻴﻠﻌﱠﺘﻟﺍ ﻭ ﻲﻟﺎﻌﻟﺍ

ﻡﻭـﻠﻌﻟﺍ ﺔـﻴﻠﻜ ﺹﺨﻷﺎﺒﻭ ﺏﻠﺤ ﺔﻌﻤﺎﺠ -

ﺎﻴـﻀﺎﻴﺭﻟﺍ ﻡﺴـﻗ ﺕ

ﻲﻟﺎﻌﻟﺍ ﺩﻬﻌﻤﻟﺍﻭ ﻟ

ﺕﺎﻐﻠ ﺙﺤﺒﻟﺍ ﺕﺍﻭﻨﺴ لﻼﺨ ﻲﻨﻤﻀ ﻱﺫﻟﺍ ﺊﻓﺍﺩﻟﺍ ﻥﻀﺤﻟﺍ ﻡﻬﻨﻭﻜﻟ .

ﺎﻬﺘﻭﻋﺩﻟ ،ﺎﻴﻨﺎﺒﺴﺇ ﻲﻓ ﺔﻠﻘﺘﺴﻤﻟﺍ ﺩﻴﺭﺩﻤ ﺔﻌﻤﺎﺠ ﻰﻟﺇ • ﻹ

ﺀﺎﻘﻟ ﺙـﺤﺒﻟﺍ ﺞﺌﺎـﺘﻨ ﻥـﻋ ﺓﺭﻀﺎﺤﻤ

ﻩﺍﺭﻭﺘﻜﺩﻟﺍ ﺏﻼﻁﻟ ﺔﻬﺠﻭﻤ ﺔﻴﻤﻴﻠﻌﺘ ﺓﺭﻭﺩ ﻥﻤﻀ

لﺎﺠﻤﻟﺍ ﺱﻔﻨ ﻲﻓ ﻥﻴﺜﺤﺎﺒﻟﺍﻭ ﻰـﻟﺇ ﺕﺩﺃ ﺎـﻤﻤ ،

ﻭ ﺀﺎﻨﻏﺇ ﺙﺤﺒﻟﺍ ﺍﺫﻫ ﺀﺍﺭﺜﺇ ﺭﻴﺒﻜ لﻜﺸﺒ

.

ﺭﻭﺘﻜﺩﻟﺍ ﺫﺎﺘﺴﻷﺍ ﻰﻟﺇ ﻥﺎﻨﺘﻤﻻﺍﻭ ﺭﻜﺸﻟﺍ ﺕﺎﻴﺁ ﻰﻤﺴﺃ ﻊﻓﺭﺃ • ﺕﺎﻜﺭﺒ ﺙﺎﻴﻏ

ﻱﺫﻟﺍ لﺜﻤﻴ ﹰﺍﺯـﻤﺭ

ﹰﺓﺭﺎﻨﻤﻭ ﺀﺎﻁﻌﻠﻟ ﺭﺩ ﺀﻲﻀﺘ

ﺭﺩﻭ ﻲﺒ

ﻤﺩﺎﻘﻟﺍ لﺎﻴﺠﻷﺍ ﺏﻭ ﺔ

ﺩﻗ ﺎﻤﻟﻭ ؛ ﻤ

ﻪ ﻩﺭﺎـﻜﻓﺃ ﺔـﺼﻼﺨ ﻥﻤ ﻲﻟ

ﻪﺘﺭﺒﺨ ﺝﺎﺘﻨﻭ .

ﻲﻠﻋ ﷲﺍ ﻥﻤ ﺩﻘﻓ ﻭﺘ

ﺔﻟﺎﺴﺭﻟﺍ ﻩﺫﻫ ﻰﻠﻋ ﻪﻓﺍﺭﺸﺈﺒ ﺕﻓﺭﺸ .

ﻰﻟﺇ • ﻷﺍ ﺭﻭﺘﻜﺩﻟﺍ ﺫﺎﺘﺴ ﺩﺤﺍﻭﻟﺍ ﺩﺒﻋ ﺏﻴﺠﻨ

ﻭ ﺭﻭﺘﻜﺩﻟﺍ ﺓ ﺎﻴﻨﺍﺭ ﺎـﻴﺭﺎﻤ ﺍﺯﻭﺭ ﺓﺭﻭﺘﻜﺩـﻟﺍﻭ ﻲﻔﻁﻟ

ﺩﻴﺭﺩﻤ ﺔﻌﻤﺎﺠ ﻥﻤ ﺱﻻﺎﺴ ﻭﺭﺭﺎﻜ ﻬﺤﺌﺎﺼﻨﻟ

ﻡ

ـﻨﻏﺃ ﻲﺘﻟﺍ ﺕﺍﺭﺒﺨﻟﺍﻭ ﺔﻌﻴﻓﺭﻟﺍﻭ ﺔﻤﻴﻘﻟﺍ ﻲﻨﻭ

ﺎـﻬﺒ

ﺍﻭ

ﻠﺨﺒﻴ ﻡﻟ ﻲﺘﻟﺍ ﻑﺭﺎﻌﻤﻟ ﺍﻭ

،ﺙـﺤﺒﻟﺍ ﺍﺫﻫ ﺕﺎﺤﻔﺼ ﻰﻠﻋ ﺢﻀﺍﻭ ﺭﺜﺃ ﺎﻬﻟ ﻲﺘﻟﺍﻭ ،ﺎﻬﺒ ﻲﻠﻋ ﹰﺎﻤﻭﻴ

ﺏﺤﻟﺍ لﻜ ﻡﻬﺒﺤﺃ .

ﻲﻨﻭﻔﻜﻨﺍﺭﻔﻟﺍ ﻲﻌﻤﺎﺠﻟﺍ ﺎﻤﻟ

لﻤﻌﻟﺍ ﺍﺫﻫ ﻡﺎﻤﺘﺇ ﻲﻓ ﺕﻤﻫﺎﺴ ﺔﻴﻟﺎﻋﻭ ﺔﻤﻴﻜﺤ ﺕﺍﺩﻋﺎﺴﻤ ﻥﻤ ﻩﻭﻤﺩﻗ .

ﺎﺴﻭ ﻰﻟﺇ • ﻲﻋﻭﻤﺩ ﺓﺩ

:

" ♥ ﻱﺭﺼﻤ ﺀﺎﻓﻭ "

ﻲﺘﻟﺍ ﻡﻭﻴ لﻜ ﺎﻬﺘﻴﺒ ﻲﻓ ﹰﺍﺭﺴ ﻲﻨﺘﻨﻀﺤ ﺔﻌﻤﺠ

ﺕﺒﺴﻭ ﺭﻬـﺸﺃ ﺔﻌﺴﺘ ﺓﺩﻤﻟ

ﺔﻗﺩﺎﺼ ﺔﻤﺎﺴﺘﺒﺎﺒ ﻲﻨﻠﺒﻘﺘﺴﺘ ﺕﻨﺎﻜ ﻲﺘﻟﺍﻭ ،ﻲﺘﺩﻟﺍﻭ ﺭﻔﺴﻭ ﻱﺩﻟﺍﻭ ﺓﺎﻓﻭ ﺩﻌﺒ ﻭ

ﺔﻴﻓﻭ ﻥﺎـﺠﻨﻓ ﻊﻤ

لﺴﻌﻟﺍﻭ ﺔﻴﺭﺤﺴﻟﺍ ﺔﻁﻠﺨﻟﺍ ﺎﻫﺩﻴﺒ

ﺔﻗﺎﻁﺒ ﻡﻭﻴﻟﺍ ﺀﺩﺒﻟ ﻁـﻘﻓ ﺱﻴـﻟ ﺔﻴﻭﻨﻌﻤﻭ ﺔﻴﺤﻭﺭ

ﻲـﻨﻠﻌﺠﺘ

ﺍﻭﺘﻤ ﺔﻋﺎﺴ ﺭﺸﻋ ﺎﺘﻨﺜﺍ لﻤﻋﺃ

ﺕﻗﻭﻟﺍ لﻜ ﺎﻤﱠﻨﺇﻭ ﻑﻗﻭﺘ ﻥﻭﺩ ﺔﻠﺼ .

ـﺜﻼﺜ ﺕﺩﻬـﺸ ﺎﻬﺘﻴﺒ ﻲﻓ ﺔ

ﻋ ﺎﻫﺭﻜﺸﺃ ﺎﻤﻜ ،ﺭﻭﻨﻟﺍ ﺙﺎﺤﺒﺃ ﻠ

ﺘﺴﻻﺍ ﺞﺌﺎﺘﻨ ﺔﺒﺎﺘﻜ ﻲﻓ ﺎﻫﺭﺒﺼ ﻰ ﺒ

ﺕﺎﻨﺎ

"

ﻁـﻤﻨ لﻴﻟﺩ ﻡﱡﻠﻌﱠﺘـﻟﺍ

"

ﺏﻼﻁﻟﺍ ﻰﻠﻋ ﺔﻋﺯﻭﻤﻟﺍ .

" ♥ ﻲﺒﻴﻁ ﻡﺍﺭﻤ "

ﻲﻨﺘﻨﻀﺤ ﻲﺘﻟﺍ ﺎﻬﺘﻠﺌﺎﻋﻭ

،ﹰﺎﻀﻴﺃ لﻭـﻘﺘﻭ ﻲﺒ لﺼﺘﺘ ﺕﻨﺎﻜ ﻲﺘﻟﺍﻭ

"

،ﻙـﻨﻴﻭ

ﻲﻌﺘ ﻲﻤﻭﻗ "

ﻤﺎﺤ ﺏﺎﺒﻟﺍ ﺱﺭﺠ ﻕﺩﺘ ﻭﺃ ﺎﻬﺘﺩﻟﺍﻭ ﻊﻨﺼ ﺔﻴﻬﺸﻟﺍ ﻕﺎﺒﻁﻷﺍ ﺔﻠ

، ﷲﺍ ﻡﻬﻅﻔﺤ .

ﻡﻬﻌﻤ ﺕﻴﻀﻗﻭ ﻲﻨﺍﺯﺤﺃﻭ ﻲﺤﺍﺭﻓﺃ ﺍﻭﻜﺭﺎﺸﻭ ﻲﺒﺭﺩ ﺏﺎﺤﺼﺃ ﺍﻭﻨﺎﻜﻭ ﻡﻬﺘﺒﺒﺤﺃ ﻥﻴﺫﻟﺍ لﻜ ﻰﻟﺇ •

ﻲﺘﺎﻴﺤ ﻡﺎﻴﺃ لﻤﺠﺃ :

ﻲﻨﺠﻤ ﻡﺎﺴﺘﺒﺍ ﻭ ،

ﻥﺎﻴﺠﻘﺘﺴﻓ ﻥﻴﻟﺃ ﻭ ،

ﺯﻨﻴﺘﺭﺎـﻤ ﺍﻭﺭﺎﺒﻤﺃ ﻭ ،

ﻲﺼـﻤﺤ ﻥﺎـﻤﻴﺇ ،

،ﻥﺩﺴﻴﺎﺒ ﺍﻭﺩﻨﻻﺭﻭﺃ ،ﺯﺭﺍﻭﺴ ﺱﻨﻴﻠﺴﻭﺠ

ﺩﻭ . ،ﺩﻭﻨﺒ ﺩﻟﺎﺨ ﻭ

ﻭﺩﻭﺃ ﺎﻤﻴﺩ ﻭ ،

ﺩ .

ﺔﻌﻓﺍﻭﺸﻟﺍ ﻲﺘﻔﻤ ﺎﻤﻴﺩ ،

ﻭ ﻲﻨﺠﻤ ﻥﺍﺯﺭ ﻭ ،

ﻲﻨﺎﻴﺤ ﺎﻨﺭ ﻭ ،

ﺎﻴﺭﺎﺒﺎﺸﺘﺇ ﺎﻴﺭﻭﻠﻴﻓ ﺙﻭﺭ ﺎﻬﺘﻠﺌﺎﻋﻭ

ﻭ ،

ﻲﺼـﻤﺤ ﺔﻋﻭﺭ ﻭ ،

ﻡـﻴﺭ

ﺭﻔﻌﺠ ﻭ ، ﻲﻨﺎﻴﺤ ﻡﻴﺭ ،

ﺩﻭ . ،ﻪﻴﺠﺭﻴﺴ ﻥﻴﺭﻴﺴ ﻭ

ﺩ . ﺎﺤﺠ ﻥﺩﺎﺸ ﻭ ،

،ﻲﻨﺎﺒﻗ ﺩﻬﻋ ﻭ

ﻥﺎـﻤﺜﻋ ﻰـﻨﺒﻟ ،

ﻭ ﻼﺴﻴﺭﺎﻤ ﺯﻨﻴﺘﺭﺎﻤ

، ﻭ

ﻭ ،ﻥﻴﺩﻟﺍ ﻲﺤﻤ ﻑﺴﻭﻴ ﺩﻤﺤﻤ ﻥﺍﺩﻴﻭﻋ ﺔﻴﻨﻤ

ﻭ ، ﺓﺩﻴﺴﻟﺍ ﻼـﻤﻟﺍ ﺔـﻴﻤﻌﻨ )

ﻡﺃ

ﺭﻴﻫﺯ ﺭﺎﻤ ﻲﻨﻴﺘ ( ﻭ ،ﺎﻬﺘﻠﺌﺎﻋﻭ ﺔﻴﻨﺒﻟ ﺍﺭﻭﻨ

ﻭ ، ﻲﻨﺎﺒﻗ ﻱﺩﺎﻨﻫ ﻭ ،

ﺩ . ﻲﻠﻠﺼﻭﻤ ﻱﺩﺎﻨﻫ .

•

ﺍﺫﻫ ﻡﺎﻤﺘﺇ ﻲﻓ ﻡﻫﺎﺴ ﻥﻤ لﻜ ﻰﻟﺇ ﺭﺨﺄﺒ ﻭﺃ ﺎﻤ ﺔﻘﻴﺭﻁﺒ لﻤﻌﻟﺍ

ﻯ : ﺩ . ﺩﻭ ،ﺱﺩـﻋ لﻴﺒﻨ .

ﺩﺍﺅـﻓ

ﻭ ،ﻲﻠﻌﻟﺍ ﺩﻟﺎﺨﻭ ﺱﻼﻴﻟﻭ ،ﻱﺩﺭﻜ ﻱﺭﻜﺸ ﻕﻴﺭﻓ

لـﻤﻌﻟﺍ

ﺍ ﻲـﻓ ﺔﻴﺭﻭﺴـﻟﺍ ﺔـﻴﻤﻠﻌﻟﺍ ﺔـﻴﻌﻤﺠﻟ

ﺔﻴﺘﺎﻤﻭﻠﻌﻤﻠﻟ ﻭ

ﻴﺯﻋ ﻡﻬﺴﺃﺭ ﻰﻠﻋﻭ ﺏﻠﺤ ﺔﻌﻤﺎﺠﻟ ﺔﻌﻤﺎﺠﻟﺍ ﺱﻠﺠﻤ ﺓﺯ

ﻭ ﺯﻭﺭﻴﻨ .

ﻲﺘﺎﻴﺤ ﻲﻓ لﻤﻷﺍﻭ ﺭﻴﺨﻟﺍ ﺭﻭﺫﺠ ﺩﻤﺘ ﻥﺃ ﺎﻫﺩﺍﺭﺃﻭ ﻲﺒﺭﺩ ﻲﻓ ﹰﺓﺭﻫﺯ ﻉﺭﺯ ﻥﻤ لﻜ ﻰﻟﺇ • .

ﺭﻜﻔﻟﺍﻭ ﻡﻠﻌﻟﺍ ﺔﻟﺎﺴﺭ لﻤﺤﻴ ﻥﻤ لﻜ ﻰﻟﺇ • …

ﺔﻟﺎﺴﺭ لﻤﺤﻴ ﻥﻤ لﻜﻭ ﻕﺩﺎﺼﻟﺍ ﺏﺤﻟﺍ

ﺔﻴﺤﻀﺘﻟﺍﻭ ﺹﻼﺨﻹﺍﻭ

…

ﺩﻴﻤﺤ ﻕﻠﹸﺨ ﻱﺫ لﻜﻭ .

ﺀﺍﺩﻫﻹﺍ ...

...

...

V

ﺭﻜﺸﻟﺍ ﺔﻤﻠﻜ ...

VI

لﺎﻜﺸﻷﺎﺒ ﺔﻤﺌﺎﻗ ...

VII

لﻭﺍﺩﺠﻟﺎﺒ ﺔﻤﺌﺎﻗ ...

...

VIII

ﺕﺍﺭﺎﺼﺘﺨﻻﺍ ...

IX

ﺔﺤﻭﺭﻁﺃ لﻼﺨ ﻥﻤ ﺎﻫﺭﺸﻨ ﻡﺘ ﻲﺘﻟﺍ ﺙﺎﺤﺒﻷﺍ ﻩﺍﺭﻭﺘﻜﺩﻟﺍ

...

...

X

ﻩﺫﻫ ﻥﻋ ﺔﺠﺘﺎﻨﻟﺍ ﺙﺎﺤﺒﻷﺍ ﺽﻌﺒ ﻰﻠﻋ ﺕﺩﻤﺘﻋﺍ ﻲﺘﻟﺍ ﺔﻴﻟﻭﺩﻟﺍ ﺙﺎﺤﺒﻷﺍ ﻷﺍ

ﻭﺭﻁ ﺔﺤ ..

..

XI

ﺔﻤﺩﻘﻤﻟﺍ ...

1

لﻭﻷﺍ لﺼﻔﻟﺍ :

ﺙﺤﺒﻟﺍ ﺔﻴﺠﻬﻨﻤ ...

XII

- 1 - 1 ﺔﻠﻜﺸﻤﻟﺍ ﻑﻴﺭﻌﺘ ...

13

- 1 - 2 ﺙﺤﺒﻟﺍ ﻑﺍﺩﻫﺃ ...

14

- 1 - 3 ﺙﺤﺒﻟﺍ ﺔﻴﻤﻫﺃ ...

15

- 1 - 4 ﺙﺤﺒﻟﺍ ﺩﻭﺩﺤ ...

16

- 1 - 5 ﺙﺤﺒﻟﺍ ﻯﻭﺩﺠ ...

...

16

- 1 - 5 - 1 ﺔﻴﺩﺎﺼﺘﻗﻹﺍ ﻯﻭﺩﺠﻟﺍ ...

16

- 1 - 5 - 2 ﺔﻴﻠﻴﻐﺸﺘﻟﺍ ﻯﻭﺩﺠﻟﺍ ...

17

- 1 - 6 ﻲﺜﺤﺒﻟﺍ ﻡﻴﻤﺼﺘﻟﺍ ...

...

...

17

- 1 - 6 - 1 ﺙﺤﺒﻟﺍ ﻕﺭﻁ ...

17

- 1 - 6 - 2 ﺀﺎﻀﻓ ﺔﺴﺍﺭﺩﻟﺍ ...

. ...

17

- 1 - 6 - 3 ﺕﺎﻨﺎﻴﺒﻟﺍ ﻊﻤﺠ ﻕﺭﻁ ...

17

- 1 - 7 ﺴﺃ ﺙﺤﺒﻟﺍ ﺔﻠﺌ ...

18

- 1 - 8 ﺙﺤﺒﻟﺍ ﻲﻓ ﺩﻴﺩﺠﻟﺍ ...

19

- 1 - 9 ﺙﺤﺒﻟﺍ ﺕﺎﺒﻠﻁﺘﻤ ...

20

- 1 - 10 ﺙﺤﺒﻟﺍ ﺕﺎﺤﻠﻁﺼﻤ ...

...

21

ﺀﺯﺠﻟﺍ لﻭﻷﺍ : ﻱﺭﻅﻨﻟﺍ ﺭﺎﻁﻹﺍ ...

XIII

- 2 - 1 ﻲﻌﻨﺼﻟﺍ ﺀﺎﻜﺫﻟﺍ ...

...

28

- 2 - 2 ﻡﱡﻠﻌﱠﺘﻟﺍ ﻴﻠﻌﺘﻟﺍﻭ ﻡ ﻴﺭﺩﺘﻟﺍﻭ ﺱ

. ...

29

- 2 - 3 ﻡﻴﻠﻌﺘﻟﺍﻭ ﺔﻓﺭﻌﻤﻟﺍ ...

30

- 2 - 4 ﺎﻴﺭﻅﻨ ﺕ ﻡﱡﻠﻌﱠﺘﻟﺍ ...

...

33

- 2 - 4 - 1 ﺔﻴﻜﻭﻠﺴﻟﺍ ...

...

...

33

- 2 - 4 - 2 ﺔﻴﻓﺭﻌﻤﻟﺍ ...

...

...

33

- 2 - 4 - 2 - 1 ﻴﺭﻅﻨ ﺔ ﺭ ﻪﻴﻴﻨﺎﺠ ﺕﺒﻭ ...

. 33

- 2 - 4 - 2 - 2 ﻴﺭﻅﻨ ﺔ ﺒ ﺭ ﻨﻭ ﺭ ...

34

- 2 - 4 - 2 - 3 ﻴﺭﻅﻨ ﺔ لﺒﺯﻭﺃ ﺩﻴﻔﻴﺩ ...

35

- 2 - 4 - 2 - 4 ﻴﺭﻅﻨ ﺔ ﻥﺎﺠ ﻪﻴﺠﺎﻴﺒ ...

37

- 2 - 4 - 3 ﺔﻴﺌﺎﻨﺒﻟﺍ ...

...

37

- 2 - 5 ﺎﻴﺭﻅﻨ ﺕ ﻴﺭﺩﺘﻟﺍ ﺱ ...

39

- 2 - 5 - 1 ﺔﻴﻜﻭﻠﺴﻟﺍ ...

39

- 2 - 5 - 2 ﺔﻴﻓﺭﻌﻤﻟﺍ ...

...

40

- 2 - 5 - 2 - 1 ﻴﺭﻅﻨ ﺔ ﺭ ﻪﻴﻴﻨﺎﺠ ﺕﺒﻭ ...

39

- 2 - 5 - 2 - 2 ﻴﺭﻅﻨ ﺔ ﺒ ﺭ ﻨﻭ ﺭ ...

...

...

40

- 2 - 5 - 2 - 3 ﻴﺭﻅﻨ ﺔ لﺒﺯﻭﺃ ﺩﻴﻔﻴﺩ ...

40

- 2 - 5 - 2 - 4 ﻴﺭﻅﻨ ﺔ ﻥﺎﺠ ﻪﻴﺠﺎﻴﺒ ...

...

41

- 2 - 5 - 3 ﺔﻴﺌﺎﻨﺒﻟﺍ ...

42

- 2 - 5 - 3 - 1 ﺓﺭﻭﺩ ﻡﱡﻠﻌﱠﺘﻟﺍ ...

42

- 2 - 5 - 3 - 2 ﺕﺍﺩﺎﻨﺴﻟﺍ ﺔﻴﻤﻴﻠﻌﱠﺘﻟﺍ

...

43

- 2 - 5 - 3 - 3 ﺔﻴﻤﻴﻫﺎﻔﻤﻟﺍ ﻁﺌﺍﺭﺨﻟﺍ ...

44

- 2 - 5 - 3 - 4 ﻁﻁﺨﻤ ... Vee

44

- 2 - 5 - 3 - 5 ﻡﱡﻠﻌﱠﺘﻟﺍ ﻜﺘﺭﻤﻟﺍ ﺯ ﺔﻠﻜﺸﻤﻟﺍ ﻰﻠﻋ ...

45

- 2 - 6 ﻲﻌﻨﺼﻟﺍ ﺀﺎﻜﺫﻟﺍ ﻭ

ﻡﱡﻠﻌﱠﺘﻟﺍ ﻭ ﻌﺘﻟﺍ ﻡﻴﻠ ﺱﻴﺭﺩﺘﻟﺍﻭ .

...

45

- 2 - 7 ﻁﺎﻤﻨﺃ ﻡﱡﻠﻌﱠﺘﻟﺍ ...

46

- 2 - 7 - 1 ﺝﺫﻭﻤﻨ Dunn & Dunn ...

47

- 2 - 7 - 3 ﺝﺫﻭﻤﻨ

Felder and Silverman ...

...

50

- 2 - 8 ﻡﻴﻠﻌﱠﺘﻟﺍ ﻲﻨﻭﺭﺘﻜﻟﻹﺍ ...

...

53

- 2 - 8 - 1 ﺭﻴﻴﺎﻌﻤ ﻡﻴﻠﻌﱠﺘﻟﺍ

ﻲﻨﻭﺭﺘﻜﻟﻹﺍ ...

...

53

- 2 - 8 - 1 - 1 ﺔﻴﻌﻤﺠ لﻼﺨ ﻥﻤ ﺏﻴﺭﺩﺘﻟﺍ ﺏﻭﺴﺎﺤﻟﺍ

ﻲﻟﻵﺍ ﺔﻋﺎﻨﺼ ﻰﻠﻋ

ﻥﺍﺭﻴﻁﻟﺍ ...

...

...

53

- 2 - 8 - 1 - 2 ﺕﺎــﻴﻨﻭﺭﺘﻜﻟﻹﺍ ﻭ ﺀﺎــﺒﺭﻬﻜﻟﺍ ﻲــﺴﺩﻨﻬﻤ ﺔــﻴﻌﻤﺠ

ﺓﺩﻭﺩﺤﻤﻟﺍ ...

54

- 2 - 8 - 1 - 3 ﺍ ﻲﻤﻟﺎﻌﻟﺍ ﻑﻼﺘﺌﻻ ﺓﺭﺍﺩﺇ ﻡﺎﻅﻨﻟ

ﻡﱡﻠﻌﱠﺘﻟﺍ ...

...

...

54

- 2 - 8 - 1 - 4 ﺓﺭﺩﺎﺒﻤ ﻡﱡﻠﻌﱠﺘﻟﺍ ﻡﺩﻘﺘﻤﻟﺍ ﻉﺯﻭﻤﻟﺍ ...

...

...

54

- 2 - 8 - 1 - 5 ﺭﺎﻴﻌﻤﻟﺍ SCORM

...

....

...

...

54

- 2 - 8 - 1 - 5 - 1 ﻑﺍﺩﻫﺃ SCORM

...

...

...

...

55

- 2 - 8 - 1 - 5 - 2 ﻨﻭﻜﻤ ﺕﺎ SCORM ...

...

...

55

- 2 - 9 ﻡﱡﻠﻌﱠﺘﻟﺍ ﺔﻴﻠﻋﺎﻔﺘﻟﺍﻭ ...

..

...

...

57

- 2 - 9 - 1 ﻁﺎﻤﻨﺃ ﺔﻴﻠﻋﺎﻔﺘﻟﺍ ....

..

...

...

57

- 2 - 9 - 2 ﺔﻴﻠﻋﺎﻔﺘﻟﺍ ﺕﺎﻴﻭﺘﺴﻤ ..

. ...

...

58

ﺙﻟﺎﺜﻟﺍ لﺼﻔﻟﺍ :

ﺔﻴﻁﺒﺍﺭﺘﻟﺍ ﻁﺌﺎﺴﻭﻟﺍ ﻡﻅﻨﻟﺍﻭ

ﺔﻴﻤﻴﻠﻌﱠﺘﻟﺍ ...

XIII-II

- 3 - 1 ﺔﻴﻁﺒﺍﺭﺘﻟﺍ ﻁﺌﺎﺴﻭﻟﺍﻭ ﺔﻴﻁﺒﺍﺭﺘﻟﺍ ﺹﻭﺼﻨﻟﺍ ...

64

- 3 - 2 ﺔﻴﻔﻴﻜﺘﻟﺍ ﺔﻴﻁﺒﺍﺭﺘﻟﺍ ﻁﺌﺎﺴﻭﻟﺍ ...

...

64

- 3 - 3 ﺔﻴﻁﺒﺍﺭﺘﻟﺍ ﻁﺌﺎﺴﻭﻟﺍ ﻡﻅﻨ ﺕﺎﻨﺎﻘﺘ ﺔﻴﻔﻴﻜﺘﻟﺍ

. ...

66

- 3 - 3 - 1 ﻲﻔﻴﻜﺘﻟﺍ ﺽﺭﻌﻟﺍ ...

66

- 3 - 3 - 2 ﺔﻴﻔﻴﻜﺘﻟﺍ ﺔﺤﻼﻤﻟﺍ ...

68

- 3 - 4 ﺍﻭﻨﺃ ﻡﻅﻨﻟﺍ ﻉ ﺔﻴﻤﻴﻠﻌﱠﺘﻟﺍ

...

70

- 3 - 4 - 1 ﻡــــــــﻅﻨ ﻡﻴــــــــﻠﻌﱠﺘﻟﺍ

ﺓﺩﻋﺎﺴــــــــﻤﺒ

ﺏﻭﺴﺎﺤﻟﺍ ...

...

70

- 3 - 4 - 2 ﻡـــــﻅﻨ ﻡﻴـــــﻠﻌﱠﺘﻟﺍ

ﺓﺩﻋﺎﺴـــــﻤﺒ ﺔـــــﻴﻜﺫﻟﺍ

ﺏﻭﺴﺎﺤﻟﺍ ...

71

- 3 - 4 - 3 - 1 ﺔﻴﻜﺫﻟﺍ ﺔﻴﻬﻴﺠﻭﺘﻟﺍ ﻡﻅﻨﻟﺍ ﺔﻴﻨﺒ ...

72

- 3 - 4 - 3 - 2 ﺔﻴﻜﺫﻟﺍ ﺔﻴﻬﻴﺠﻭﺘﻟﺍ ﻡﻅﻨﻟﺍ ﺕﺎﻨﺎﻘﺘ ...

75

- 3 - 4 - 3 - 2 - 1 ﺝﺎﻬﻨﻤﻟﺍ ﻊﺒﺘﺘ ...

75

- 3 - 4 - 3 - 2 - 2 لﺌﺎﺴﻤﻟﺍ لﺤ ﻡﻋﺩ ...

75

- 3 - 4 - 3 - 2 - 3 لﺤﻠﻟ ﻲﻜﺫﻟﺍ لﻴﻠﺤﺘ ...

76

- 3 - 4 - 4 ﻡﻅﻨﻟﺍ ﺔﻴﻤﻴﻠﻌﱠﺘﻟﺍ ﺔﻴﺘﻭﺒﻜﻨﻌﻟﺍ ﺔﻜﺒﺸﻟﺍ ﻰﻠﻋ ﺔﻴﻜﺫﻟﺍﻭ ﺔﻴﻔﻴﻜﺘﻟﺍ

...

...

76

- 3 - 4 - 4 - 1 ﺕﺎﻨﺎﻘﺘ ﻡﻅﻨﻟﺍ

ﺔﻴﻤﻴﻠﻌﱠﺘﻟﺍ

ﺔـﻴﻔﻴﻜﺘﻟﺍ ﺔﻜﺒﺸـﻟﺍ ﻰـﻠﻋ ﺔـﻴﻜﺫﻟﺍﻭ

ﺔﻴﺘﻭﺒﻜﻨﻌﻟﺍ ...

78

- 3 - 4 - 4 - 1 - 1 ﺔﻴﻔﻴﻜﺘﻟﺍ ﺕﺎﻤﻭﻠﻌﻤﻟﺍ ﺔﻴﻔﺼﺘ ...

79

- 3 - 4 - 4 - 1 - 2 ﻡﻴﻠﻌﱠﺘﻟﺍ ﻲﻜﺫﻟﺍ ﻲﻨﻭﺎﻌﺘﻟﺍ ...

80

- 3 - 4 - 4 - 1 - 3 ﻑﺼﻟﺍ ﺔﺒﻗﺍﺭﻤ ﻲﻜﺫﻟﺍ

...

80

- 3 - 4 - 5 ﺓﺭﺍﺩﺇ ﻡﻅﻨ ﻡﱡﻠﻌﱠﺘﻟﺍ

...

83

- 3 - 4 - 5 - 1 ﺓﺭﺍﺩﺇ ﻡﺎﻅﻨ ﻥﻴﺒﺎﻤ ﻕﺭﻔﻟﺍ ﻡﱡﻠﻌﱠﺘﻟﺍ

) ( LMS ﺓﺭﺍﺩﺇ ﻡﺎـﻅﻨ ﻥﻴﺒﻭ

ﻲﻤﻴﻠﻌﺘﻟﺍ ﻯﻭﺘﺤﻤﻟﺍ )

( LCMS ...

84

- 3 - 5 ﺔﻴﻔﻴﻜﺘﻟﺍ ﺔﻴﻁﺒﺍﺭﺘﻟﺍ ﻁﺌﺎﺴﻭﻟﺍ ﻡﻅﻨ لﺎﻴﺠﺃ ...

84

- 3 - 5 - 1 لﻭﻷﺍ لﻴﺠﻟﺍ )

- 1990 ...( 1996

86

- 3 - 5 - 2 ﻲﻨﺎﺜﻟﺍ لﻴﺠﻟﺍ )

- 1996 ...( 2002

87

- 3 - 5 - 3 ﺙﻟﺎﺜﻟﺍ لﻴﺠﻟﺍ )

- 2002 ﺕﻗﻭﻟﺍ ﺭﻀﺎﺤﻟﺍ ...(

89

- 3 - 6 ﻡﻅﻨﻟﺍ ﻥﻋ ﺔﻠﺜﻤﺃ ﺔﻴﻤﻴﻠﻌﱠﺘﻟﺍ

...

...

63

- 3 - 6 - 1 ﻡﻅﻨﻟﺍ ﻥﻋ ﺔﻠﺜﻤﺃ ﺔﻴﻤﻴﻠﻌﱠﺘﻟﺍ

ﺔﻴﻜﺫﻟﺍ ﺔﻴﻔﻴﻜﺘﻟﺍ ...

98

- 3 - 6 - 2 ﻲﻓ ﺔﻴﻜﺫ ﺔﻴﻤﻴﻠﻌﺘ ﻡﻅﻨ ... EFL

...

95

- 3 - 6 - 3 ﻡﻅﻨ ﻥﻋ ﺔﻠﺜﻤﺃ ﻑﻴﻟﺄﺘﻟﺍ

...

97

- 3 - 6 - 4 ﻥﻋ ﺔﻠﺜﻤﺃ ﺓﺭﺍﺩﺇ ﻡﻅﻨﻟﺍ

ﻡﱡﻠﻌﱠﺘﻟﺍ ...

99

- 3 - 6 - 4 - 1 ﺓﺭﺍﺩﺇ ﻡﻅﻨ ﻡﱡﻠﻌﱠﺘﻟﺍ

ﺔﻴﺭﺎﺠﺘﻟﺍ ...

99

- 3 - 6 - 4 - 2 ﺓﺭﺍﺩﺇ ﻡﻅﻨ ﻡﱡﻠﻌﱠﺘﻟﺍ

ﺭﺩﺼﻤﻟﺍ ﺔﺤﻭﺘﻔﻤ ...

102

- 3 - 7 ﻡﻴﻠﻌﱠﺘﻟﺍ ﺎﻴﺭﻭﺴ ﻲﻓ ﻲﻨﻭﺭﺘﻜﻟﻹﺍ ...

104

- 4 - 1 ﺏﻟﺎﻁﻟﺍ ﺝﺫﻭﻤﻨ ...

109

- 4 - 1 - 1 ﻑﻴﻨﺼﺘ ﺏﻟﺎﻁﻟﺍ ﺝﺫﻭﻤﻨ ﺕﺎﻤﻭﻠﻌﻤ

...

. ...

109

- 4 - 1 - 1 - 1 لﺎﺠﻤﻟﺎﺒ ﺔﺼﺎﺨ ﺕﺎﻤﻭﻠﻌﻤ .

...

...

109

- 4 - 1 - 1 - 2 لﺎﺠﻤﻟﺍ ﻥﻋ ﺔﻠﻘﺘﺴﻤ ﺕﺎﻤﻭﻠﻌﻤ ...

...

...

110

- 4 - 1 - 2 ﺕﺎﻔﻴﻨﺼﺘ ﺏﻟﺎﻁﻟﺍ ﺝﺫﻭﻤﻨ

...

...

...

112

- 4 - 1 - 2 - 1 ﺔﻴﻁﻤﻨﻟﺍ ﺏﻟﺍﻭﻘﻟﺍ ﺝﺫﻭﻤﻨ ...

...

..

...

112

- 4 - 1 - 2 - 2 ﻲﻘﺒﻁﻟﺍ ﺝﺫﻭﻤﻨﻟﺍ ...

...

...

113

- 4 - 1 - 2 - 3 ﺏﺭﻁﻀﻤﻟﺍ ﺝﺫﻭﻤﻨﻟﺍ ....

...

...

...

115

- 4 - 1 - 2 - 4 ﻊﺒﺘﺘﻟﺍ ﺝﺫﻭﻤﻨ ...

....

...

116

- 4 - 1 - 2 - 5 ﺩﻭﻴﻘﻟﺍ ﻰﻠﻋ ﺩﺎﻤﺘﻋﻻﺍ ﺝﺫﻭﻤﻨ ..

...

. ...

116

- 4 - 2 ﻡﻠﻌﻤﻟﺍ ﺝﺫﻭﻤﻨ ...

..

118

- 4 - 2 - 1 ﻡﻠﻌﻤﻟﺍ ﺝﺫﻭﻤﻨ ﻑﺌﺎﻅﻭ ...

. ...

...

118

- 4 - 2 - 2 ﻡﻠﻌﻤﻟﺍ ﺝﺫﻭﻤﻨ ﺕﺎﻔﻴﻨﺼﺘ ...

...

...

119

ﺱﻤﺎﺨﻟﺍ لﺼﻔﻟﺍ :

ﻡﱡﻠﻌﱠﺘﻟﺍ ﻲﻟﻵﺍ ...

XIII-

IV

- 5 - 1 ﻌﺘ ﻑﻴﺭ ﻡﱡﻠﻌﱠﺘﻟﺍ ﻲﻟﻵﺍ ...

122

- 5 - 2 ﻩﺎﺠﺘﻻﺍ ﺔﻴﺌﺎﻨﺜ ﻁﺒﺍﺭﺘﻟﺍ ﺓﺭﻜﺍﺫ ﺔﻜﺒﺸ ...

123

- 5 - 2 - 1 ﺔﻜﺒﺸ ﺔﻴﻤﺯﺭﺍﻭﺨ ... BAM

124

- 5 - 2 - 1 - 1 ﺔﻠﺤﺭﻤ ﺏﻴﺭﺩﺘﻟﺍ ...

...

124

- 5 - 2 - 1 - 2 ﺀﺎﻋﺩﺘﺴﻻﺍ ﺔﻠﺤﺭﻤ ...

124

- 5 - 2 - 2 ﻁﻁﺨﻤﻟﺍ ﺕﺎ

ﻴﻗﻭﺩﻨﺼﻟﺍ ﺔ

ﺔﻜﺒﺸﻟ ... BAM

124

- 5 - 2 - 2 - 1 ﺏﻴﺭﺩﺘﻟﺍ ﺔﻠﺤﺭﻤ ...

...

....

124

- 5 - 2 - 2 - 2 ﺀﺎﻋﺩﺘﺴﻻﺍ ﺔﻠﺤﺭﻤ ...

...

...

125

- 5 - 2 - 3 ﻩﺎﺠﺘﻻﺍ ﺔﻴﺌﺎﻨﺜ ﻁﺒﺍﺭﺘﻟﺍ ﺓﺭﻜﺍﺫ ﺔﻜﺒﺸ ﺽﻭﻤﻐﻟﺍ ﻕﻁﻨﻤﻭ

...

126

- 5 - 2 - 3 - 1 ﺽﻭﻤﻐﻟﺍ ﻕﻁﻨﻤ ...

126

- 5 - 2 - 3 - 2 ـﻟﺍ ﺔﻜﺒﺸ ... FBAM

...

127

- 5 - 3 ﻲﻔﻴﻜﺘﻟﺍ ﻥﻴﻨﺭﻟﺍ ﺔﻴﺭﻅﻨ ... ART2

128

- 5 - 3 - 2 ﺔﻜﺒﺸﻟ ﻲﻗﻭﺩﻨﺼﻟﺍ ﻁﻁﺨﻤﻟﺍ ... ART2

132

- 5 - 3 - 3 ﺔﻴﻤﺯﺭﺍﻭﺨ ﺭﻤ

ﺔﻠﺤ ﺏﻴﺭﺩﺘﻟﺍ ـﻟ

ﺽﻭﻤﻐﻟﺍ ﻕﻁﻨﻤ ﻡﺍﺩﺨﺘﺴﺎﺒ ART2

133

- 5 - 4 ﺔﻴﻔﺨﻤﻟﺍ ﻑﻭﻜﺭﺎﻤ ﺝﺫﺎﻤﻨ ...

...

135

- 5 - 4 - 1 ﺔﻴﻔﺨﻤﻟﺍ ﻑﻭﻜﺭﺎﻤ ﺝﺫﺎﻤﻨﻟ ﺔﺜﻼﺜﻟﺍ ﺕﻼﻀﻌﻤﻟﺍ ...

136

- 5 - 4 - 2 ﻡﺎﻤﻷﺍ ﺔﻴﻤﺯﺭﺍﻭﺨ ...

...

136

- 5 - 4 - 3 ﻑﻠﺨﻟﺍ ﺔﻴﻤﺯﺭﺍﻭﺨ ...

137

- 5 - 4 - 4 ﺔﻴﻤﺯﺭﺍﻭﺨ Viterbi

...

137

- 5 - 4 - 5 ﺕﺎﻴﻤﺯﺭﺍﻭﺨ ﺏﻴﺭﺩﺘ

ﺔﻴﻔﺨﻤﻟﺍ ﻑﻭﻜﺭﺎﻤ ﺝﺫﺎﻤﻨ ...

..

...

139

- 5 - 4 - 5 - 1 ﻨﻌﻟﺍ ﺔﻴﻤﺯﺭﺍﻭﺨ ﺓﺩﻘ

K-means ...

...

139

- 5 - 4 - 5 - 2 ﺔﻴﻤﺯﺭﺍﻭﺨ Baum Welsh

...

140

- 5 - 5 ﻡﻅﻨﻟﺍ ﺔﻴﻤﻴﻠﻌﱠﺘﻟﺍ ﺔﻴﻨﻭﺒﺼﻌﻟﺍ ﺕﺎﻜﺒﺸﻟﺍﻭ

...

141

- 5 - 6 ﻡﻅﻨﻟﺍ ﺔﻴﻤﻴﻠﻌﱠﺘﻟﺍ ﻭ

ﻭﻜﺭﺎﻤ ﺝﺫﺎﻤﻨ ﺔﻴﻔﺨﻤﻟﺍ ﻑ

...

. ...

142

ﺀﺯﺠﻟﺍ ﻲﻨﺎﺜﻟﺍ : لﺠﺃ ﻥﻤ ﻲﻜﺫ ﻲﻠﻋﺎﻔﺘ ﻡﺎﻅﻨ ﻡﻴﻠﻌﱠﺘﻟﺍ

ﺔﻴﺘﻭﺒﻜﻨﻌﻟﺍ ﺔﻜﺒﺸﻟﺍ ﻰﻠﻋ ...

XIV

ﺱﺩﺎﺴﻟﺍ لﺼﻔﻟﺍ :

ﺔﻓﺭﻌﻤﻟﺍ ﺝﺫﻭﻤﻨ ...

XIV-I

- 6 - 1 ﺔﻓﺭﻌﻤﻟﺍ ﺝﺫﻭﻤﻨ ...

..

151

- 6 - 2 ﺔﻴﻠﻜﻴﻬﻟﺍ ﻩﺎﺠﺘﻻﺍ ﺔﻴﺌﺎﻨﺜ ﻁﺒﺍﺭﺘﻟﺍ ﺓﺭﻜﺍﺫ ﺔﻴﻨﻭﺒﺼﻌﻟﺍ ﺔﻜﺒﺸﻟﺍ ﺔﻘﻴﺭﻁ .

...

153

- 6 - 2 - 1 ـﻟﺍ ﺔﻘﻴﺭﻁ ﺎﻴﺍﺯﻤ ... HBAM

155

- 6 - 2 - 2 ـﻟﺍ ﺔﻘﻴﺭﻁ ﺕﺎﻴﺒﻠﺴ ... HBAM

155

- 6 - 3 ﻟﺍ ﺕﺎﻨﺎﻴﺒﻟﺍ ﺩﻋﺍﻭﻗ ﺔﻘﻴﺭﻁ ﺔﻴﻘﺌﻼﻌ

...

155

- 6 - 3 - 1 لﻭﺩﺠ ﺔﻴﺴﺎﺴﻷﺍ ﺕﺎﺌﻔﻟﺍ

...

156

- 6 - 3 - 2 لﻭﺩﺠ ﺕﺎﺌﻔﻟﺍ

ﺔﻴﻋﺭﻔﻟﺍ ...

156

- 6 - 3 - 3 ﻲﺴﺎﺴﻷﺍ ﺏﻜﺭﻤﻟﺍ ﻡﻭﻬﻔﻤﻟﺍ لﻭﺩﺠ )

ﺕﺍﺭﺭﻘﻤﻟﺍ ﻴﻠﻌﱠﺘﻟﺍ

ﺔﻴﻤ ...(

156

- 6 - 3 - 4 لﻭﺩﺠ ﺔﺒﻜﺭﻤﻟﺍ ﻡﻴﻫﺎﻔﻤﻟﺍ

) ﻑﺍﺩﻫﻷﺍ ﺔﻴﻤﻴﻠﻌﱠﺘﻟﺍ

...(

158

- 6 - 3 - 5 لﻭﺩﺠ ﻡﻴﻫﺎﻔﻤ

ﺏﻠﻁﺘﻤﻟﺍ ﻲﺴﺎﺴﻷﺍ

ﻑﺍﺩﻫﻸﻟ ﺔﻴﻤﻴﻠﻌﱠﺘﻟﺍ

...

158

- 6 - 3 - 6 لﻭﺩﺠ ﺔﻴﺴﺎﺴﻷﺍ ﻡﻴﻫﺎﻔﻤﻟﺍ

...

159

- 6 - 3 - 7 لﻭﺩﺠ ﻡﻴﻫﺎﻔﻤ

ﺏﻠﻁﺘﻤﻟﺍ ﻲﺴﺎﺴﻷﺍ

ﺔﻴﺴﺎﺴﻷﺍ ﻡﻴﻫﺎﻔﻤﻠﻟ ...

159

- 6 - 3 - 8 لﻭﺩﺠ ﺔﻴﻋﺭﻔﻟﺍ ﻡﻴﻫﺎﻔﻤﻟﺍ

) ﺕﺎﺤﻠﻁﺼﻤﻟﺍ ...(

160

- 6 - 3 - 10 لﻭﺩﺠ ﻡﻴﻫﺎﻔﻤﻟﺍ ﻯﻭﺘﺤﻤ

ﺍ ﺔﻴﺴﺎﺴﻷ ...

...

161

- 6 - 3 - 11 لﻭﺩﺠ ﺔﻠﺌﺴﻷﺍ ﺩﻭﻨﺒ

...

162

- 6 - 3 - 12 ﺔﺸﻗﺎﻨﻤﻟﺍﻭ ﺞﺌﺎﺘﻨﻟﺍ ...

167

- 6 - 4 ـﻟﺍ ﺔﻘﻴﺭﻁ ... XML

167

- 6 - 4 - 1 ﺔﺸﻗﺎﻨﻤﻟﺍﻭ ﺞﺌﺎﺘﻨﻟﺍ ...

171

- 6 - 5 ﺔﻓﺭﻌﻤﻟﺍ ﺝﺫﻭﻤﻨ ﻡﻴﺯﺤﺘ ...

172

- 6 - 5 - 1 ﺔﻓﺭﻌﻤﻟﺍ ﺝﺫﻭﻤﻨ ﻡﻴﺯﺤﺘ لﺤﺍﺭﻤ ﻡﺍﺩﺨﺘﺴﺎﺒ

ﺭﺎﻴﻌﻤ SCORM

...

172

ﻊﺒﺎﺴﻟﺍ لﺼﻔﻟﺍ :

ﺏﻟﺎﻁﻟﺍ ﺝﺫﻭﻤﻨ ...

...

XIV-II

- 7 - 1 ﺏﻟﺎﻁﻟﺍ ﺝﺫﻭﻤﻨ ﺔﻴﻨﺒ ...

176

- 7 - 2 ﺏﻟﺎﻁﻟﺍ ﺝﺫﻭﻤﻨ لﻭﺍﺩﺠ ...

177

- 7 - 2 - 1 ﻥﻴﻤﺩﺨﺘﺴﻤﻟﺍ لﻭﺩﺠ ...

...

178

- 7 - 2 - 2 ﺏﻼﻁﻟﺍ ﺔﻋﻭﻤﺠﻤ لﻭﺩﺠ ...

179

- 7 - 2 - 3 ﺏﻼﻁﻟﺍ لﻴﺠﺴﺘ لﻭﺩﺠ ...

179

- 7 - 2 - 4 لﻴﻟﺩ لﻭﺩﺠ ﻁﻤﻨ

ﻡﱡﻠﻌﱠﺘﻟﺍ ...

180

- 7 - 2 - 5 ﺏﻟﺎﻁﻟﺍ ﺕﺎﺒﺎﺠﺇ لﻭﺩﺠ ...

181

- 7 - 2 - 6 لﻭﺩﺠ لﻋﺎﻔﺘ ) ﺕﺎﻔﺼ ( ﺏﻼﻁﻟﺍ ...

182

- 7 - 2 - 7 لﻭﺩﺠ ﺔﻁﻴﺭﺨﻟﺍ ﺔﻴﻓﺭﻌﻤﻟﺍ

ﺏﻼﻁﻠﻟ ...

...

183

- 7 - 3 ﺏﻟﺎﻁﻟﺍ ﺝﺫﻭﻤﻨ ﺀﺎﻨﺒ لﺤﺍﺭﻤ ...

...

186

- 7 - 3 - 1 ﺔﺌﻴﻬﺘﻟﺍ ﺔﻠﺤﺭﻤ ...

186

- 7 - 3 - 2 ﺔﻠﺤﺭﻤ ﻟﺍ ﺙﻴﺩﺤﺘ ...

186

- 7 - 4 ﻁﻤﻨ ﺔﺠﺫﻤﻨ ﺔﻴﻟﺁ ﻡﱡﻠﻌﺘ

ﺏﻟﺎﻁﻟﺍ ...

...

186

- 7 - 4 - 1 ﺔﺸﻗﺎﻨﻤﻟﺍﻭ ﺞﺌﺎﺘﻨﻟﺍ ...

190

- 7 - 5 ﺏﻟﺎﻁﻠﻟ ﺔﻴﻓﺭﻌﻤﻟﺍ ﺔﻟﺎﺤﻟﺍ ﺔﺠﺫﻤﻨ ﺔﻴﻟﺁ ...

195

- 7 - 5 - 1 ﺔﻴﺩﻴﻠﻘﺘﻟﺍ ﺔﻘﻴﺭﻁﻟﺍ ...

196

- 7 - 5 - 1 - 1 ﺔﺸﻗﺎﻨﻤﻟﺍﻭ ﺞﺌﺎﺘﻨﻟﺍ ...

197

- 7 - 5 - 2 لﺨﺩﻟﺍ ﺔﻌﺸﺃ ﺔﻴﻭﺴﺘ ...

197

- 7 - 5 - 3 ﺔﻴﻨﻭﺒﺼﻌﻟﺍ ﺔﻜﺒﺸﻟﺍ ﺔﻘﻴﺭﻁ ... FBAM

198

- 7 - 5 - 3 - 2 ﺀﺎﻋﺩﺘﺴﻻﺍ ﺔﻠﺤﺭﻤ ...

201

- 7 - 5 - 3 - 3 ﺔﺸﻗﺎﻨﻤﻟﺍﻭ ﺞﺌﺎﺘﻨﻟﺍ ...

201

- 7 - 5 - 4 ﺔﻘﻴﺭﻁ ـﻟﺍ

... ART2

201

- 7 - 5 - 4 - 1 ﺭﻤ ﺀﺎﻋﺩﺘﺴﻻﺍﻭ ﺏﻴﺭﺩﺘﻟﺍ ﻲﺘﻠﺤ ...

201

- 7 - 5 - 4 - 2 ﺔﺸﻗﺎﻨﻤﻟﺍﻭ ﺞﺌﺎﺘﻨﻟﺍ ...

202

- 7 - 5 - 5 ﺔﻘﻴﺭﻁ ـﻟﺍ

Fuzzy-ART2 ...

204

- 7 - 5 - 5 - 1 ﺀﺎﻋﺩﺘﺴﻻﺍﻭ ﺏﻴﺭﺩﺘﻟﺍ ﻲﺘﻠﺤﺭﻤ ...

...

204

- 7 - 5 - 5 - 2 ﺔﺸﻗﺎﻨﻤﻟﺍﻭ ﺞﺌﺎﺘﻨﻟﺍ ...

205

- 7 - 5 - 6 ﺔﻘﻴﺭﻁ ـﻟﺍ ... HMM

206

- 7 - 5 - 6 - 1 ﺔﺌﻴﻬﺘ ﺔﻠﺤﺭﻤ ـﻟﺍ

... HMM

206

- 7 - 5 - 6 - 2 ﻲﺘﻠﺤﺭﻤ ﻡﻴﻠﻌﱠﺘﻟﺍ

ﺩﺘﺴﻻﺍﻭ ﺀﺎﻋ

...

208

- 7 - 5 - 6 - 3 ﺔﺸﻗﺎﻨﻤﻟﺍﻭ ﺞﺌﺎﺘﻨﻟﺍ ...

211

- 7 - 5 - 7 ﺔﻨﻴﺠﻬﻟﺍ ﺔﻴﻤﺯﺭﺍﻭﺨﻟﺍ ﺔﻘﻴﺭﻁ Fuzzy-ART2

ﻭ ... HMM

211

- 7 - 5 - 7 - 1 ﺔﺸﻗﺎﻨﻤﻟﺍﻭ ﺞﺌﺎﺘﻨﻟﺍ ...

...

212

- 7 - 5 - 8 ــﻟﺍ ﺕﺎﻴﻤﺯﺭﺍﻭﺨ ﺀﺍﺩﺃ ﺓﺩﻭﺠ ﺱﺎﻴﻗ ﻭ ART2

Fuzzy-ART ﻭ

ﻭ HMM Fuzzy-ART2-HMM

...

212

- 7 - 5 - 8 - 1 ﺔﺸﻗﺎﻨﻤﻟﺍﻭ ﺞﺌﺎﺘﻨﻟﺍ ...

213

- 7 - 5 - 9 ﺔﻤﺎﻌﻟﺍ ﺞﺌﺎﺘﻨﻟﺍ ...

215

ﻥﻤﺎﺜﻟﺍ لﺼﻔﻟﺍ :

ﻡﻠﻌﻤﻟﺍ ﺝﺫﻭﻤﻨ ...

XIV-

III

- 8 - 1 ﺔﺒﻭﺒﺭﺘﻟﺍ ﺩﻋﺍﻭﻘﻟﺍ ﺔﺠﺫﻤﻨ ...

220

- 8 - 1 - 1 ﺔﻴﻭﺒﺭﺘﻟﺍ ﺩﻋﺍﻭﻘﻟﺍ لﻭﺩﺠ ...

220

- 8 - 1 - 2 ﺔﺸﻗﺎﻨﻤﻟﺍﻭ ﺞﺌﺎﺘﻨﻟﺍ ...

222

- 8 - 2 ﺔﻴﻔﺨﻤﻟﺍ ﻑﻭﻜﺭﺎﻤ ﺝﺫﺎﻤﻨ ﻡﺍﺩﺨﺘﺴﺎﺒ ﺅﺒﻨﺘﻟﺍ ...

223

- 8 - 2 - 1 ﺔﺌﻴﻬﺘﻟﺍ ﺔﻠﺤﺭﻤ ...

223

- 8 - 2 - 2 ﻁﺒﻀﻟﺍ ﺔﻠﺤﺭﻤ ...

...

224

- 8 - 2 - 3 ﺅﺒﻨﺘﻟﺍ ﺔﻠﺤﺭﻤ ...

224

ﻊﺴﺎﺘﻟﺍ لﺼﻔﻟﺍ :

ﻑﻴﻜﺘﻟﺍ ﻙﺭﺤﻤ ...

...

XIV-IV

- 9 - 1 ﻑﻴﻜﺘﻟﺍ ﻙﺭﺤﻤ ﺔﻴﻤﻫﺃ ...

232

- 9 - 2 ﻑﻴﻜﺘﻟﺍ ﻙﺭﺤﻤ ﺕﺎﻴﻟﺁ ...

232

- 9 - 2 - 1 ﺔﻴﻟﺁ ﺏﺴﺤ ﻑﻴﻜﺘﻟﺍ ﺔﻟﺎﺤﻟﺍ

ﻴﻓﺭﻌﻤﻟﺍ ﺔ

ﺏﻟﺎﻁﻠﻟ ...

...

...

232

- 9 - 2 - 2 ﺔﻴﻟﺁ ﻟﺍ ﻁﻤﻨ ﺏﺴﺤ ﻑﻴﻜﺘ ﻡﱡﻠﻌﺘ

ﺏﻟﺎﻁﻟﺍ ...

233

- 9 - 3 ﻡﺎﻅﻨ ﻥﻤﻀ ﺔﻤﺩﺨﺘﺴﻤﻟﺍ ﻑﻴﻜﺘﻟﺍ ﺕﺎﻨﺎﻘﺘ IWEBISE

...

237

- 9 - 3 - 1 ﻲﻔﻴﻜﺘﻟﺍ ﺽﺭﻌﻟﺍ ...

237

- 9 - 3 - 2 ﺔﻴﻔﻴﻜﺘﻟﺍ ﺔﺤﻼﻤﻟﺍ ...

...

240

- 9 - 3 - 3 ﺝﺎﻬﻨﻤﻟﺍ ﻊﺒﺘﺘ لﺎﻋ ﻯﻭﺘﺴﻤ ﻭﺫ

...

...

241

ﺭﺸﺎﻌﻟﺍ لﺼﻔﻟﺍ :

ﻡﺩﺨﺘﺴﻤﻟﺍ ﺕﺎﻬﺠﺍﻭ ...

XIV-V

- 10 - 1 ﻡﺎﻅﻨﻟﺍ لﻭﺅﺴﻤ ﺕﺎﻬﺠﺍﻭ ...

...

244

- 10 - 2 ﻡﻤﺼﻤﻟﺍ ﺕﺎﻬﺠﺍﻭ ...

246

- 10 - 3 ﻡﻠﻌﻤﻟﺍ ﺕﺎﻬﺠﺍﻭ ...

249

- 10 - 4 ﺏﻟﺎﻁﻟﺍ ﺕﺎﻬﺠﺍﻭ ...

250

ﺀﺯﺠﻟﺍ ﺙﻟﺎﺜﻟﺍ : ﻡﺎﻅﻨﻟﺍ ﺫﻴﻔﻨﺘ IWEBISE

...

XV

ﺭﺸﻋ ﻱﺩﺎﺤﻟﺍ لﺼﻔﻟﺍ :

ﻟﺍ ﺔﺠﻤﺭﺒ ...

...

....

XV-I

- 11 - 1 ﺔﺠﻤﺭﺒ ﺔﻜﺒﺸ

ﻩﺎﺠﺘﻹﺍ ﺔﻴﺌﺎﻨﺜ ﻁﺒﺍﺭﺘﻟﺍ ﺓﺭﻜﺍﺫ ...

258

- 11 - 1 - 1 ﻨﺼ ﺔﻜﺒﺸ ﻑ ... BAM

258

- 11 - 1 - 2 ﺕﺎﻨﺎﻴﺒﻟﺍ ﻡﺴﻗ ...

259

- 11 - 1 - 3 ﺕﻻﺍﺩﻟﺍ ﻡﺴﻗ ...

259

- 11 - 2 ﺔﺠﻤﺭﺒ ﺔﻜﺒﺸ

ـﻟﺍ ... ART2

...

262

- 11 - 2 - 1 ﺔﻜﺒﺸ ﻑﻨﺼ ... ART2

262

- 11 - 2 - 2 ﺕﺎﻨﺎﻴﺒﻟﺍ ﻡﺴﻗ ...

264

- 11 - 2 - 3 ﺕﻻﺍﺩﻟﺍ ﻡﺴﻗ ...

265

- 11 - 3 ﺒ ﺔﺠﻤﺭ ﺔﻜﺒﺸ Fuzzy-ART2 ...

267

- 11 - 4 ﺔﺠﻤﺭﺒ ... HMM

269

- 11 - 4 - 1 ﻑﻨﺼﻟﺍ ... CHMM

269

- 11 - 4 - 3 ﺕﻻﺍﺩﻟﺍ ﻡﺴﻗ ...

271

- 11 - 5 ﻡﺎﻅﻨﻠﻟ ﺔﻴﺠﻤﺭﺒﻟﺍ ﺓﺭﺠﺸﻟﺍ IWEBISE

...

282

- 11 - 5 - 1 ﻡﺎﻅﻨﻟﺍ لﻭﺅﺴﻤ ﺩﻠﺠﻤ ...

283

- 11 - 5 - 2 ﺩﻠﺠﻤ ﻡﻤﺼﻤ ﺕﺍﺭﺭﻘﻤﻟﺍ .

...

...

284

- 11 - 5 - 3 ﺩﻠﺠﻤ ﺏﻟﺎﻁﻟﺍ ...

. ...

287

- 11 - 5 - 4 ﺩﻠﺠﻤ ﻡﻠﻌﻤﻟﺍ ...

288

- 11 - 5 - 5 ﺩﻠﺠﻤ ـﻟﺍ ... CSS

...

...

289

- 11 - 5 - 6 ـﻟﺍ ﺩﻠﺠﻤ ... HMM

289

- 11 - 5 - 7 ـﻟﺍ ﺩﻠﺠﻤ ... NN

289

- 11 - 5 - 8 ﺎﺼﺘﻻﺍ ﺩﻠﺠﻤ ل

...

289

- 11 - 5 - 9 ﺭﻭﺼﻟﺍ ﺩﻠﺠﻤ ...

290

- 11 - 5 - 10 ﺕﺎﻐﻠﻟﺍ ﺩﻠﺠﻤ ...

290

- 11 - 5 - 11 ﺓﺩﻋﺎﺴﻤﻟﺍ ﺩﻠﺠﻤ ...

290

- 11 - 5 - 12 ﺭﺭﺤﻤﻟﺍ ﺩﻠﺠﻤ ...

...

290

- 11 - 5 - 13 ﺓﺭﺠﺸﻟﺍ ﺩﻠﺠﻤ ...

290

- 11 - 5 - 14 ﺔﺜﺩﺎﺤﻤﻟﺍ ﺩﻠﺠﻤ ...

290

- 11 - 5 - 15 ﻯﺩﺘﻨﻤﻟﺍ ﺩﻠﺠﻤ ...

..

291

- 11 - 5 - 16 ـﻟﺍ ﻑﻠﻤ index

… ...

291

- 11 - 5 - 17 ـﻟﺍ ﻑﻠﻤ error

… ...

291

- 11 - 5 - 18 ـﻟﺍ ﻑﻠﻤ header_lang

...

291

- 11 - 5 - 19 ـﻟﺍ ﻑﻠﻤ freecourses

… ...

...

291

ﺭﺸﻋ ﻲﻨﺎﺜﻟﺍ لﺼﻔﻟﺍ :

ﺭﺎﺒﺘﺨﺍ ـﻟﺍ IWEBISE ...

XV-II

- 12 - 1 ﻲﻘﻴﺒﻁﺘ لﺎﺜﻤ )

ﺔـﻐﻠﻜ ﺔـﻴﺯﻴﻠﻜﻨﻹﺍ ﺔـﻐﻠﻟﺍ ﺩﻋﺍﻭﻗ ﻡﻴﻠﻌﺘﻟ ﻲﻤﻴﻠﻌﺘﻟﺍ ﺭﺭﻘﻤﻟﺍ

ﺔﻴﺒﻨﺠﺃ ( ...

...

294

- 12 - 1 - 1 ﻲﻤﻴﻠﻌﺘﻟﺍ ﺭﺭﻘﻤﻟﺍ ﺝﺎﺘﻨﺇ ﺭﺎﺒﺘﺨﺍ ...

295

- 12 - 1 - 1 - 1 ﺔﺸﻗﺎﻨﻤﻟﺍﻭ ﺞﺌﺎﺘﻨﻟﺍ ...

295

ﺔﻴﺒﻨﺠﺃ ...

...

- 12 - 1 - 2 - 1 لﻭﻷﺍ ﺏﻟﺎﻁﻟﺍ ﺔﻌﺒﺎﺘﻤ )

ﺃ ( ﻡﻠﻌﻤﻟﺍ ﻊﻤ )

ﺃ ( ...

297

- 12 - 1 - 2 - 2 ﺔﻌﺒﺎﺘﻤ ﺏﻟﺎﻁﻟﺍ )

ﺏ ( ﻭ ) ﺝ ( ﻊﻤ ﺍ ﻡﻠﻌﻤﻟ ) ﺏ ( ...

303

- 12 - 1 - 2 - 3 ﺔﺸﻗﺎﻨﻤﻟﺍﻭ ﺞﺌﺎﺘﻨﻟﺍ ...

. 304

- 12 - 1 - 3 ﺭﺎﻴﻌﻤﻟﺍ ﻕﻓﻭ ﻲﻴﻤﻴﻠﻌﺘﻟﺍ ﺭﺭﻘﻤﻟﺍ ﺭﻴﺩﺼﺘ ﺭﺎﺒﺘﺨﺍ SCORM

...

305

- 12 - 1 - 3 - 1 ﺔﺸﻗﺎﻨﻤﻟﺍﻭ ﺞﺌﺎﺘﻨﻟﺍ ...

307

لﺼﻔﻟﺍ ﺙﻟﺎﺜﻟﺍ ﺭﺸﻋ : ﻡﻴﻭﻘﺘ ﻡﺎﻅﻨﻟﺍ IWEBISE ...

XV-III

- 13 - 1 ﻡﺎﻅﻨﻟﺍ ﻡﻴﻭﻘﺘ لﺤﺍﺭﻤ IWEBISE

...

310

- 13 - 1 - 1 ﻑﺍﺩﻫﺃ ﺩﻴﺩﺤﺘ ﻡﻴﻭﻘﺘﻟﺍ

...

311

- 13 - 1 - 2 ﻁﻴﻁﺨﺘﻟﺍ ...

311

- 13 - 1 - 3 ﻡﺎﻴﻘﻟﺍ ﺒ ﺔﻴﻠﻤﻌ ﻡﻴﻭﻘﺘﻟﺍ ...

...

314

- 13 - 2 ﺔﺸﻗﺎﻨﻤﻟﺍﻭ ﺞﺌﺎﺘﻨﻟﺍ لﻴﻠﺤﺘ ...

314

- 13 - 2 - 1 ﻙﺴﺎﻤﺘﻟﺍ ...

315

- 13 - 2 - 2 ﻲﺘﺍﺫﻟﺍ ﺡﻭﻀﻭﻟﺍ ...

315

- 13 - 2 - 3 ﺔﻴﻌﻗﻭﺘﻟﺍ ...

316

- 13 - 2 - 4 ﺀﺍﺭﺜﻟﺍ ...

317

- 13 - 2 - 5 لﺎﻤﻜﻟﺍ ...

318

- 13 - 2 - 6 ﺔﻴﻌﻓﺍﺩﻟﺍ ...

...

319

- 13 - 2 - 7 ﺔﻴﻁﺒﺍﺭﺘﻟﺍ ﺹﻭﺼﻨﻟﺍ ﺔﻴﻨﺒ ...

320

- 13 - 2 - 8 ﺔﻴﻟﻼﻘﺘﺴﻹﺍ ...

321

- 13 - 2 - 9 ﻡﺍﺩﺨﺘﺴﻻﺍ ﺔﻟﻭﻬﺴ ...

...

322

- 13 - 2 - 10 ﺔﻴﻟﺎﻤﺠﻟﺍ ...

324

- 13 - 2 - 11 ﻲﻨﻭﺎﻌﺘ ...

325

- 13 - 2 - 12 ﻲﻠﻋﺎﻔﺘ ...

326

ﺔﺼﻼﺨﻟﺍ ...

...

...

329

ﻊﺠﺍﺭﻤﻟﺍ ...

XVI

ﻤﻟﺍ ﺭ ﻨﺠﻷﺍ ﻊﺠﺍ ﺔﻴﺒ

...

...

XVI-I

ﻤﻟﺍ ﺭ ﻌﻟﺍ ﻊﺠﺍ ﺭ ﺔﻴﺒ ...

XVI-II

ﻤﻟﺍ ﻊﻗﺍﻭﻤﻟﺍ ﺭ

ﺔﻴﻌﺠ ...

XVI- III

ﺕﺎﻘﺤﻠﻤﻟﺍ ...

. ...

...

XVII

لﻭﻷﺍ ﻕﺤﻠﻤﻟﺍ :

ﺔﻨﺎﺒﺘﺴﺍ

"

ﻡﱡﻠﻌﱠﺘﻟﺍ ﻁﻤﻨ لﻴﻟﺩ

"

...

...

XVII-I

ﻲﻨﺎﺜﻟﺍ ﻕﺤﻠﻤﻟﺍ :

ﻡﻴـﻠﻌﺘ ﺩـﻬﻌﻤ ﺏﻼﻁ ﻰﻠﻋ ﺔﻋﺯﻭﻤﻟﺍ ﺕﺎﻨﺎﺒﺘﺴﻻﺍ ﺞﺌﺎﺘﻨ ﻥﻋ ﺔﻨﻴﻋ

ﺕﺎﻐﻠﻟﺍ – ﺏﻠﺤ ﺔﻌﻤﺎﺠ ..

...

...

...

XVII- II

ﺙﻟﺎﺜﻟﺍ ﻕﺤﻠﻤﻟﺍ :

ﺔـﻐﻠﻜ ﺔـﻴﺯﻴﻠﻜﻨﻹﺍ ﺔـﻐﻠﻟﺍ ﺩﻋﺍﻭﻗ ﻡﻴﻠﻌﺘﻟ ﻲﻤﻴﻠﻌﺘﻟﺍ ﺭﺭﻘﻤﻟﺍ ﺓﺭﺠﺸ

ﺔﻴﺒﻨﺠﺃ ...

...

...

XVII- III

ﻊـــــﺒﺍﺭﻟﺍ ﻕـــــﺤﻠﻤﻟﺍ :

ﺒﺘـــــﺴﺍ ﺞﺌﺎـــــﺘﻨ ﻡﻴﻭـــــﻘﺘﻟﺍ ﺕﺎﻨﺎ

...

...

...

XVII-

IV

ﺱﻤﺎــــﺨﻟﺍ ﻕــــﺤﻠﻤﻟﺍ :

ﺕﻼــــﺠﻤﻟ لﻭــــﺒﻘﻟﺍ لﺌﺎــــﺴﺭ

ﺍﺭﻤﺘﺅﻤﻭ ﺕ

...

...

...

XVII-V

Summary ...

...

XVIII

) ( I ﻡﺎﻅﻨﻟﺍ

IWEBISE ﻭﺍﺯﺘ ﺞﺘﺎﻨ

ﺔﻴﺴﺎﺴﺃ ﻡﻴﻫﺎﻔﻤ ﺔﺴﻤﺨ ﺝ

.

5

) ( II ﺙﺤﺒﻠﻟ ﺔﻤﺎﻌﻟﺍ ﺔﻴﻨﺒﻟﺍ

. 7

) - 2 ( 1 ﺔﻴﺴﻴﺌﺭﻟﺍ ﺔﺜﻼﺜﻟﺍ ﻑﺭﺎﻌﻤﻟﺍ

ﻟ لﺎﻌﻓ ﻡﻴﻠﻌﺘ ﻰﻠﻋ لﻭﺼﺤﻠ .

32

) - 2 ( 2 ﻅﻨ ﻕﻓﻭ ﻯﻭﺘﺤﻤﻟﺍ ﻡﻴﻅﻨﺘ ﻴﺭ

ﺔ ﻪﻴﻴﻨﺎﺠ . 34

) - 2 ( 3 ﻡﻠﻌﺘ ﻁﺎﻤﻨﺃ ﺝﺫﻭﻤﻨ . Kolb

48

) - 2 ( 2 ﺭﺎﻴﻌﻤﻟﺍ ﺕﺎﻨﻭﻜﻤ SCORM

. 56

) - 3 ( 1 ﻲﻁﺭﺸﻟﺍ ﺹﻨﻟﺍ ﻥﻋ لﺎﺜﻤ .

66

) - 3 ( 2 ﻲﻁﺎﻁﻤﻟﺍ ﺹﻨﻟﺍ ﻥﻋ لﺎﺜﻤ .

67

) - 3 ( 3 ﺔﻋﻭﻨﺘﻤﻟﺍ ﺕﺎﺤﻔﺼﻟﺍ ﻥﻋ لﺎﺜﻤ .

67

) - 3 ( 4 ﺔﻋﻭﻨﺘﻤﻟﺍ ﻊﻁﺎﻘﻤﻟﺍ ﻥﻋ لﺎﺜﻤ .

68

) - 3 ( 5 ﻜﺘﻟﺍ ﺔﻴﻁﺒﺍﺭﺘﻟﺍ ﻁﺌﺎﺴﻭﻟﺍ ﺕﺎﻨﺎﻘﺘ ﻑﻴﻨﺼﺘ ﺔﻴﻔﻴ

. 70

) - 3 ( 6 ﺔﻴﻜﺫﻟﺍ ﺔﻴﻬﻴﺠﻭﺘﻟﺍ ﻡﻅﻨﻠﻟ ﺔﻴﺴﺎﺴﻷﺍ ﺔﻴﻨﺒﻟﺍ .

73

) - 3 ( 7 ﺔﻴﺩﻴﻠﻘﺘﻟﺍ ﺕﺎﻨﺎﻘﺘﻟﺍ .

77

) - 3 ( 8 ﻟﺍ

ـﻟ ﺔﺜﻴﺩﺤﻟﺍ ﺕﺎﻨﺎﻘﺘ AIWBES

. 79

) - 3 ( 9 ﺓﺭﺍﺩﺇ ﻡﺎﻅﻨ ﻡﱡﻠﻌﱠﺘﻟﺍ

. 86

) - 3 ( 10 ﻲﻤﻴﻠﻌﺘﻟﺍ ﻯﻭﺘﺤﻤﻟﺍ ﺓﺭﺍﺩﺇ ﻡﺎﻅﻨ .

86

) - 4 ( 1 ﻟ ﻑﻴﻨﺼﺘ ﺏﻟﺎﻁﻟﺍ ﺝﺫﺎﻤﻨ

. 112

) - 4 ( 2 ﺝﺫﻭﻤﻨﻟﺍ ﻥﻋ لﺎﺜﻤ ﻲﻘﺒﻁﻟﺍ

. 113

) - 4 ( 3 ﺝﺫﻭﻤﻨﻟﺍ ﻥﻋ لﺎﺜﻤ ﻲﻨﻴﺎﺒﺘﻟﺍ

. 114

) - 4 ( 4 ﺏﺭﻁﻀﻤﻟﺍ ﺝﺫﻭﻤﻨﻟﺍ .

115

) - 4 ( 5 ﺔﻘﺒﺎﻁﻤﻟﺍ ﺔﻴﻠﻤﻋ ﺩﻭﻴﻗ ﻥﻋ لﺎﺜﻤ .

117

) - 5 ( 1 ﺔﻜﺒﺸﻟ ﺔﻴﺴﺩﻨﻬﻟﺍ ﺔﻴﻨﺒﻟﺍ

. BAM

123

) - 5 ( 2 ﺔﻠﺤﺭﻤﻟ ﻲﻗﻭﺩﻨﺼﻟﺍ ﻁﻁﺨﻤﻟﺍ ﺩﺘﻟﺍ

ﺭ ﺏﻴ ﺔﻜﺒﺸﻟ

. BAM

125

) - 5 ( 3 ﺔﻜﺒﺸﻟ ﺀﺎﻋﺩﺘﺴﻻﺍ ﺔﻠﺤﺭﻤﻟ ﻲﻗﻭﺩﻨﺼﻟﺍ ﻁﻁﺨﻤﻟﺍ

. BAM

125

) - 5 ( 4 ـﻟ ﺔﻴﺠﺫﻭﻤﻨﻟﺍ ﺔﻴﻨﺒﻟﺍ . ART2

128

) - 5 ( 6 ﺔﻜﺒﺸﻟ ﻲﻗﻭﺩﻨﺼﻟﺍ ﻁﻁﺨﻤﻟﺍ . ART2

133

) - 5 ( 7 ـﻟ ﻲﺠﻬﻨﻤﻟﺍ ﻁﻁﺨﻤﻟﺍ K-means

. 139

) - 5 ( 8 ﺓﺩﻘﻨﻌﻟﺍ ﺔﻴﻤﺯﺭﺍﻭﺨ ﻡﺍﺩﺨﺘﺴﺎﺒ ﻑﻭﻜﺭﺎﻤ ﺝﺫﺎﻤﻨ ﺏﻴﺭﺩﺘ K-

means .

140

) - 5 ( 9 ﻡﺍﺩﺨﺘﺴﺎﺒ ﻑﻭﻜﺭﺎﻤ ﺝﺫﺎﻤﻨ ﺏﻴﺭﺩﺘ ﺓﺩﻘﻨﻌﻟﺍ ﺔﻴﻤﺯﺭﺍﻭﺨ

Baum-

Welsh .

141

) - II ( 1 ﻡﺎﻅﻨﻠﻟ ﺔﻤﺎﻌﻟﺍ ﺔﻴﻨﺒﻟﺍ IWEBISE

. 149

) - 6 ( 1 ﻟ ﺔﻤﺎﻌﻟﺍ ﺔﻴﻨﺒﻟﺍ ﺨ

ﺭ ﻁﻴ ﻡﻴﻫﺎﻔﻤﻟﺍ ﺔ ﺔﻴﻤﻴﻠﻌﱠﺘﻟﺍ

. 152

) - 6 ( 2 ماﺪﺨﺘﺳﺎﺑ ﺔﻓﺮﻌﻤﻟا جذﻮﻤﻧ ﻂﻄﺨﻣ

. BAM

154

) - 6 ( 3 ﺝﺫﻭﻤﻨ لﻭﺍﺩﺠ ﺔﻴﻨﺒ ﺔﻓﺭﻌﻤﻟﺍ

. 166

) - 6 ( 4 ﻑﻠﻤﻟﺍ ﻯﻭﺘﺤﻤ IWEBISE_SCHEMA.DTD

ﻑﻴﺼﻭﺘﻟ

ﺕﺎﻨﺎﻴﺒﻟﺍ ﻉﻭﻨ

167

) - 6 ( 5 ﺔﻓﺭﻌﻤﻟﺍ ﺝﺫﻭﻤﻨ لﻴﺜﻤﺘ ـﻟﺍ ﺔﻐﻟ ﻡﺍﺩﺨﺘﺴﺎﺒ

. XML

169

) - 6 ( 6 ﺕﺍﻭﻁﺨ لﺤﺍﺭﻤ

ﻡﻴﺯﺤﺘ ﻲﻤﻴﻠﻌﺘ ﺭﺭﻘﻤﻟ ﺔﻓﺭﻌﻤﻟﺍ ﺝﺫﻭﻤﻨ .

172

) - 7 ( 1 ﺏﻟﺎﻁﻟﺍ ﺝﺫﻭﻤﻨ لﻭﺍﺩﺠ ﺔﻴﻨﺒ .

185

) - 7 ( 2 ﺏﻭﻠﺴﺃ ﺩﻴﺩﺤﺘﻟ ﺔﻴﻠﻀﻓﻷﺍ ﺝﺭﺩﺘ ﺱﺎﻴﻘﻤ ﻡﱡﻠﻌﺘ

ﺏﺴﺤ ﺏﻟﺎﻁﻟﺍ

ﺝﺫﻭﻤﻨ Felder and Silverman .

189

) - 7 ( 3 ﻨﺎﺒﺘﺴﺍ ﺞﺌﺎﺘﻨﻟ ﻲﻨﺎﻴﺒﻟﺍ ﻁﻁﺨﻤﻟﺍ ﺔ

"

ﻁﻤﻨ لﻴﻟﺩ ﻡﱡﻠﻌﱠﺘﻟﺍ

."

192

) - 7 ( 4 ﻰﻠﻋ ﺏﻼﻁﻟﺍ ﺕﺎﺒﺎﺠﺇ ﺔﺒﺴﻨ لﻭﺍﺩﺠ ﺔﻨﺎﺒﺘﺴﺍ

) ( ILS لﻜ ﺏﺴﺤ

لﺍﺅﺴ . 193

) - 7 ( 5 ﻁﻁﺨﻤﻟﺍ ﻲﻨﺎﻴﺒﻟﺍ

ﻡﻴﻘﻟ ﺘ ﻲﻜﻟ Zji

ﺔﻴﻠﺨﻟﺍ ﻡﻠﻌﺘ )

( 0 لﺨﺩﻟﺍ ﻉﺎﻌﺸﻟﺍ

) (. 1 204

) - 7 ( 6 ﻑﻠﺘﺨﻤ ﻰﻠﻋ لﻭﺼﺤﻟﺍ ﺕﺍﻭﻁﺨ . λ

207

) - 7 ( 7 ﻲﺘﻠﺤﺭﻤ ﻟﺍ

ﻡﻴﻠﻌﱠﺘ ﺏﻟﺎﻁﻠﻟ ﺔﻴﻓﺭﻌﻤﻟﺍ ﺕﻻﺎﺤﻠﻟ ﺀﺎﻋﺩﺘﺴﻻﺍﻭ

ﻡﺍﺩﺨﺘﺴﺎﺒ

. HMM

209

) - 8 ( 1 ﻡﺎﻅﻨﻟﺍ ﻲﻓ ﺔﻤﺩﺨﺘﺴﻤﻟﺍ ﺔﻴﺴﺎﻴﻘﻟﺍ ﺔﻴﻭﺒﺭﺘﻟﺍ ﺩﻋﺍﻭﻘﻟﺍ .

221

) - 8 ( 3 ﺔﺌﻴﻬﺘﻟﺍ ﺔﻠﺤﺭﻤ .

223

) - 8 ( 4 ﺝﺫﻭﻤﻨ ﻁﺒﻀ ﺔﻠﺤﺭﻤ

. HMM

224

) - 8 ( 5 ﺅﺒﻨﺘﻟﺍ ﺔﻠﺤﺭﻤ .

225

) - 8 ( 6 ﺏﺭﺎﺠﺘﻟﺍ ﺔﻴﻠﻤﻋ لﻼﺨ ﺔﻤﺩﺨﺘﺴﻤﻟﺍ ﺅﺒﻨﺘﻟﺍ ﺓﺍﺩﺃ ﺓﺫﻓﺎﻨ .

225

) - 8 ( 7 ﺝﺫﻭﻤﻨ ﻥﻤ ﺀﺯﺠ

. HMM

226

) - 8 ( 8 ﺭﺎﻴﻌﻤ ﺔﻗﻼﻋ ﺏﻴﺭﺩﺘﻟﺍ لﺴﻼﺴ لﻭﻁ ﻊﻤ ﻁﺒﻀﻟﺍ

. 228

) - 8 ( 9 ﻱﺭﺎﻴﻌﻤ ﺔﻗﻼﻋ ﺔﻴﺴﺎﺴﺤﻟﺍﻭ ﻁﺒﻀﻟﺍ

. 229

) - 9 ( 1 ﺏﺴﺤ ﻑﻴﻴﻜﺘ ﺔﻴﻤﺯﺭﺍﻭﺨ ﺍ ﻡﱡﻠﻌﺘ ﻁﻤﻨ

ﺏﻟﺎﻁﻟ . 235

) - 9 ( 2 ﻟﺍ ﺏﺴﺤ ﻑﻴﻴﻜﺘ ﺔﻴﻤﺯﺭﺍﻭﺨ ﺏﻟﺎﻁﻠﻟ ﻲﻓﺭﻌﻤﻟﺍ ﻯﻭﺘﺴﻤ

. 236

) - 9 ( 3 ﺔﻴﻀﺍﺭﺘﻓﻻﺍ ﻯﻭﺘﺤﻤﻟﺍ ﺔﺤﻔﺼ ﺔﻴﻨﺒ .

237

) - 9 ( 4 ﻡﻗﺭ ﺏﻟﺎﻁﻠﻟ ﻯﻭﺘﺤﻤﻟﺍ ﺔﺤﻔﺼ )

.( 1 238

) - 9 ( 5 ﻡﻗﺭ ﺏﻟﺎﻁﻠﻟ ﻯﻭﺘﺤﻤﻟﺍ ﺔﺤﻔﺼ )

.( 19 238

) - 9 ( 6 ﻲﺼﻨ ﻯﻭﺘﺤﻤ -

ﻡﻭﻬﻔﻤﻠﻟ ﺽﻔﺨﻨﻤ

"

Simple Present Tense

Negative Form

"

. 239

) - 9 ( 7 ﻲﺌﺭﻤ ﻯﻭﺘﺤﻤ -

ﻡﻭﻬﻔﻤﻠﻟ ﺽﻔﺨﻨﻤ

"

Simple Present Tense

– Negative Form ."

239

) - 9 ( 8 ﺎﻤ ﺏﻟﺎﻁﻟ ﺔﻴﻔﻴﻜﺘ ﺭﺭﻘﻤ ﺓﺭﺠﺸ ﻥﻋ لﺎﺜﻤ .

240

) - 9 ( 9 ﻻﺍ ﺔﻤﺌﺎﻗ ﺓﺫﻓﺎﻨ ﻡﻴﻫﺎﻔﻤﻠﻟ ﺕﺎﺤﺍﺭﺘﻗ

ﺔﻴﻤﻴﻠﻌﱠﺘﻟﺍ ﺔﻴﻟﺎﺘﻟﺍ

. 241

) - 10 ( 1 ﻡﺎﻅﻨﻠﻟ ﺔﻴﺴﻴﺌﺭﻟﺍ ﺓﺫﻓﺎﻨﻟﺍ IWEBISE

. 244

) - 10 ( 2 ﻡﺎﻅﻨﻟﺍ لﻭﺅﺴﻤ ﻡﻜﺤﺘ ﺔﺤﻭﻟ .

245

) - 10 ( 3 ﺔﻤﺌﺎﻗ ﺓﺫﻓﺎﻨ ﻥﻴﻤﺩﺨﺘﺴﻤﻟﺍ

. 245

) - 10 ( 4 ﺕﺍﺭﺭﻘﻤﻟﺍ ﻡﻤﺼﻤ ﻡﻜﺤﺘ ﺔﺤﻭﻟ ﺔﻴﻤﻴﻠﻌﱠﺘﻟﺍ

. 247

) - 10 ( 5 ﻡﻴﻫﺎﻔﻤﻟﺍﻭ ﻑﺍﺩﻫﻷﺍ ﺓﺭﺍﺩﺇ ﺓﺫﻓﺎﻨ ﺔﻴﻤﻴﻠﻌﱠﺘﻟﺍ

. 248

) - 10 ( 6 ﻡﻠﻌﻤﻟﺍ ﻡﻜﺤﺘ ﺔﺤﻭﻟ .

249

) - 10 ( 7 ﻡﻴﻠﻌﺘ ﺭﺭﻘﻤﻟﺎﺒ ﺔﺼﺎﺨﻟﺍ ﺔﻴﻭﺒﺭﺘﻟﺍ ﺩﻋﺍﻭﻘﻟﺍ ﺩﻋﺍﻭﻗ

ﺔﻴﺯﻴﻠﻜﻨﻹﺍ ﺔﻐﻠﻟﺍ

ﺔﻴﺒﻨﺠﺃ ﺔﻐﻠﻜ .

249

) - 10 ( 9 ﺓﺫﻓﺎﻨ ﺔﻨﺎﺒﺘﺴﺍ

"

ﻁﺎﻤﻨﺃ لﻴﻟﺩ ﻡﱡﻠﻌﱠﺘﻟﺍ

."

250

) - 10 ( 10 ﺔﻬﺠﺍﻭ ﺍ ﺏﻟﺎﻁﻟ . 252

) - 10 ( 11 ﺏﻟﺎﻁﻠﻟ ﺔﻴﻓﺭﻌﻤﻟﺍ ﺔﻁﻴﺭﺨﻟﺍ لﺠﺴ ﺓﺭﺍﺩﺇ ﺔﻬﺠﺍﻭ .

253

) - 11 ( 1 ﺔﻜﺒﺸ ﻑﻨﺼ ـﻟﺍ

. BAM

258

) - 11 ( 2 ﺔﻟﺍﺩﻟﺍ init_w() .

259

) - 11 ( 3 ﺔﻟﺍﺩﻟﺍ gen_weights .

260

) - 11 ( 4 ﺔﻟﺍﺩﻟﺍ activation .

260

) - 11 ( 5 ﺔﻟﺍﺩﻟﺍ saveweights .

261

) - 11 ( 6 ﺔﻟﺍﺩﻟﺍ loadweights .

261

) - 11 ( 7 ـﻟﺍ ﺔﻜﺒﺸ ﻑﻨﺼ . ART2

262

) - 11 ( 8 ﻥﻴﻟﻭﺤﺘﻤ ﻥﻴﺒﺎﻤ ﺭﻐﺼﻷﺍ ﺔﻤﻴﻗ ﺏﺎﺴﺤ ﺔﻟﺍﺩ .

267

) - 11 ( 9 ﺔﻟﺍﺩ Set_stm_F2 .

267

) - 11 ( 10 ﺔﻟﺍﺩ resetnodes .

268

) - 11 ( 11 ﺔﻟﺍﺩ update_ltm .

268

) - 11 ( 12 ﻲﻔﺨﻤﻟﺍ ﻑﻭﻜﺭﺎﻤ ﺝﺫﻭﻤﻨ ﻑﻨﺼﻠﻟ ﺔﻤﺎﻌﻟﺍ ﺔﻴﻨﺒﻟﺍ .

269

) - 11 ( 13 ﺏﺎﺴﺤ ﺔﻟﺍﺩ لﻭﺤﺘﻤﻟﺍ

ﻲﻔﻠﺨﻟﺍ . β

271

) - 11 ( 14 ﻲﻔﻠﺨﻟﺍ ﺭﻴﺭﻤﺘﻟﺍ ﺔﻟﺍﺩ .

272

) - 11 ( 15 ﻲﻤﺎﻤﻷﺍ ﺭﻴﺭﻤﺘﻟﺍ ﺔﻟﺍﺩ .

272

) - 11 ( 16 ﻲﻤﺎﻤﻷﺍ ﺭﻴﺭﻤﺘﻟﺍ ﺔﻓﻭﻔﺼﻤ ﺏﺎﺴﺤ ﺔﻟﺍﺩ . α

273

) - 11 ( 17 ﺔﻟﺍﺩ gamma ـﻟ ﺏﻴﺭﺩﺘﻟﺍ ﺔﻴﻠﻤﻋ لﻼﺨ ﻡﺩﺨﺘﺴﺘ

HMM

ﻡﺍﺩﺨﺘﺴﺎﺒ Baum-Welsh

. 273

) - 11 ( 18 ﺔﻟﺍﺩ ـﻟ ﺏﻴﺭﺩﺘﻟﺍ ﺔﻴﻠﻤﻋ لﻼﺨ ﻡﺩﺨﺘﺴﺘ XI

ﻡﺍﺩﺨﺘﺴﺎﺒ HMM

Baum-Welch .

274

) - 11 ( 19 ﺏﻴﺭﺩﺘﻟﺍ ﺔﻴﻤﺯﺭﺍﻭﺨ Baum-Welch

. 275

) - 11 ( 20 ﺔﻴﻤﺯﺭﺍﻭﺨ ﺔﻟﺍﺩ K-means

. 277

) - 11 ( 21 ﺝﺫﻭﻤﻨﻟ ﺓﺩﻴﺩﺠﻟﺍ ﺕﺍﺭﺘﻤﺭﺎﺒﻟﺍ ﻅﻔﺤ ﺔﻟﺍﺩ ﺔﻴﻠﻤﻋ ﺩﻌﺒ HMM

281