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Two Case Studies Big-Data and Machine Learning at Scale Solutions in Iran

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بررسی دو نمونه موفق راه‌حل‌های داده‌ای از نیاز‌سنجی تا پیاده سازی و نفوذ به بازار در ایران

Published in: Data & Analytics
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Two Case Studies Big-Data and Machine Learning at Scale Solutions in Iran

  1. 1. 1 ۱۳۹۵ ‫ﺗﯿﺮﻣﺎﻩه‬ ‫ﺻﺪﯾﻘﯽ‬ ‫ﺍاﻣﯿﺮ‬ ‫‌ﺳﺎﺯزﯼی‬‫ﻩه‬‫ﭘﯿﺎﺩد‬ ‫ﺗﺎ‬ ‫‌ﺳﻨﺠﯽ‬‫ﺯز‬‫ﻧﯿﺎ‬ ‫ﺍاﺯز‬ ‫‌ﺩدﺍاﺩدﻩه‬‫ﻥن‬‫ﮐﻼ‬ ‫‌ﺣﻞ‬‫ﻩه‬‫ﺭرﺍا‬ ‫ﺩدﻭو‬ ‫ﺑﺮﺭرﺳﯽ‬ recommender.ir helio.ir‫ﻭو‬ @amirsedighi :‫ﺗﻮ2ﺘﺮ‬ :‫ﺍاﯾﻤﯿﻞ‬sedighi@gmail.com
  2. 2. ‫ﺻﺪﯾﻘﯽ‬ ‫ﺍاﻣﯿﺮ‬ ‫ﻧﻮﯾﺴﯽ‬ ‫ﺑﺮﻧﺎﻣﻪ‬ ‫ﺳﺎﺑﻘﻪ‬ ‫ﺳﺎﻝل‬ ۲۵ ‫ﺍاﺯز‬ ‫ﺑﯿﺶ‬ ‫ﺑﺎ‬ ‫‌ﺍاﻓﺰﺍاﺭر‬‫ﻡم‬‫ﻧﺮ‬ ‫ﺍاﺭرﺷﺪ‬ ‫ﮐﺎﺭرﺷﻨﺎﺱس‬ ‫‌ﺩدﺍاﺩدﻩه‬‫ﻥن‬‫ﮐﻼ‬ ‫‌ﻫﺎﯼی‬‫ﯼی‬‫ﻓﻨﺎﻭوﺭر‬ ‫ﺑﺮ‬ ‫ﻣﺒﺘﻨﯽ‬ ‫‌ﺍاﻓﺰﺍاﺭرﯼی‬‫ﻡم‬‫ﻧﺮ‬ ‌‫ﻞ‬‫‌ﺣ‬‫ﻩه‬‫ﺭرﺍا‬ ‫ﭼﻨﺪ‬ ‫ﻣﻌﻤﺎﺭر‬ ‫ﻭو‬ ‫ﻣﻮﺳﺲ‬ 2 ‫ﻣﻌﺮﻓﯽ‬
  3. 3. 3 ‫ﭘﺮﺳﺶ‬ ‫ﻧﯿﺎﺯزﻣﻨﺪﻧﺪ؟‬ ‫‌ﺩدﺍاﺩدﻩه‬‫ﻥن‬‫ﮐﻼ‬ ‫ﻓﻨﺎﻭوﺭرﯼی‬ ‫ﺑﻪ‬ ‫‌ﻫﺎﯾﯽ‬‫ﻥن‬‫ﺳﺎﺯزﻣﺎ‬ ‫ﭼﻪ‬ ‫ﺍاﯾﺮﺍاﻥن‬ ‫ﺩدﺭر‬
  4. 4. ‫ﻣﺤﺘﻮﺍا‬ ‫ﮔﺬﺍاﺭرﯼی‬ ‫ﺍاﺷﺘﺮﺍاﮎک‬ ‫ﻭو‬ ‫ﺍاﻟﮑﺘﺮﻭوﻧﯿﮑﯽ‬ ‫ﺗﺠﺎﺭرﺕت‬ ،‫ﺍاﯾﻨﺘﺮﻧﺘﯽ‬ ‫‌ﻫﺎﯼی‬‫ﯽ‬‫ﮐﻤﭙﺎﻧ‬ ‫ﺩدﯾﺘﺎ‬ ‫ﻭو‬ ‫ﻣﺨﺎﺑﺮﺍاﺕت‬ ،‫ﺍاﻧﺮﮊژﯼی‬ ‫ﺗﻮﺯزﯾﻊ‬ ‫ﻭو‬ ‌‫ﺪ‬‫ﺗﻮﻟﯿ‬ ‫ﺻﻨﺎﯾﻊ‬ ‫ﻣﺎﻟﯽ‬ ‫ﻣﻮﺳﺴﺎﺕت‬ ‫ﻭو‬ ‫‌ﻫﺎ‬‫ﻪ‬‫ﺑﯿﻤ‬ ،‫‌ﻫﺎ‬‫ﮏ‬‫ﺑﺎﻧ‬ ‫‌ﻫﺎ‬‫ﻪ‬‫ﮐﺘﺎﺑﺨﺎﻧ‬ ‫ﻭو‬ ‫‌ﻫﺎ‬‫ﻩه‬‫ﺩدﺍاﻧﺸﮕﺎ‬ 4 ‫ﺳﻨﺠﯽ‬ ‫ﻧﯿﺎﺯز‬ :‫ﻧﯿﺎﺯزﻣﻨﺪﻧﺪ‬ ‫‌ﺩدﺍاﺩدﻩه‬‫ﻥن‬‫ﮐﻼ‬ ‫ﻓﻨﺎﻭوﺭرﯼی‬ ‫ﺑﻪ‬ ‫ﮐﻪ‬ ‫ﺍاﯾﺮﺍاﻧﯽ‬ ‫‌ﻫﺎﯼی‬‫ﻥن‬‫ﺳﺎﺯزﻣﺎ‬
  5. 5. ‫ﻣﺤﺘﻮﺍا‬ ‫ﮔﺬﺍاﺭرﯼی‬ ‫ﺍاﺷﺘﺮﺍاﮎک‬ ‫ﻭو‬ ‫ﺍاﻟﮑﺘﺮﻭوﻧﯿﮑﯽ‬ ‫ﺗﺠﺎﺭرﺕت‬ ،‫ﺍاﯾﻨﺘﺮﻧﺘﯽ‬ ‫‌ﻫﺎﯼی‬‫ﯽ‬‫ﮐﻤﭙﺎﻧ‬ ‫ﺩدﯾﺘﺎ‬ ‫ﻭو‬ ‫ﻣﺨﺎﺑﺮﺍاﺕت‬ ،‫ﺍاﻧﺮﮊژﯼی‬ ‫ﺗﻮﺯزﯾﻊ‬ ‫ﻭو‬ ‌‫ﺪ‬‫ﺗﻮﻟﯿ‬ ‫ﺻﻨﺎﯾﻊ‬ ‫ﻣﺎﻟﯽ‬ ‫ﻣﻮﺳﺴﺎﺕت‬ ‫ﻭو‬ ‫‌ﻫﺎ‬‫ﻪ‬‫ﺑﯿﻤ‬ ،‫‌ﻫﺎ‬‫ﮏ‬‫ﺑﺎﻧ‬ ‫‌ﻫﺎ‬‫ﻪ‬‫ﮐﺘﺎﺑﺨﺎﻧ‬ ‫ﻭو‬ ‫‌ﻫﺎ‬‫ﻩه‬‫ﺩدﺍاﻧﺸﮕﺎ‬ 5 ‫ﺳﻨﺠﯽ‬ ‫ﻧﯿﺎﺯز‬ :‫ﻧﯿﺎﺯزﻣﻨﺪﻧﺪ‬ ‫‌ﺩدﺍاﺩدﻩه‬‫ﻥن‬‫ﮐﻼ‬ ‫ﻓﻨﺎﻭوﺭرﯼی‬ ‫ﺑﻪ‬ ‫ﮐﻪ‬ ‫ﺍاﯾﺮﺍاﻧﯽ‬ ‫‌ﻫﺎﯼی‬‫ﻥن‬‫ﺳﺎﺯزﻣﺎ‬
  6. 6. ‫ﻣﺤﺘﻮﺍا‬ ‫ﮔﺬﺍاﺭرﯼی‬ ‫ﺍاﺷﺘﺮﺍاﮎک‬ ‫ﻭو‬ ‫ﺍاﻟﮑﺘﺮﻭوﻧﯿﮑﯽ‬ ‫ﺗﺠﺎﺭرﺕت‬ ،‫ﺍاﯾﻨﺘﺮﻧﺘﯽ‬ ‫‌ﻫﺎﯼی‬‫ﯽ‬‫ﮐﻤﭙﺎﻧ‬ ‫ﺩدﯾﺘﺎ‬ ‫ﻭو‬ ‫ﻣﺨﺎﺑﺮﺍاﺕت‬ ،‫ﺍاﻧﺮﮊژﯼی‬ ‫ﺗﻮﺯزﯾﻊ‬ ‫ﻭو‬ ‌‫ﺪ‬‫ﺗﻮﻟﯿ‬ ‫ﺻﻨﺎﯾﻊ‬ ‫ﻣﺎﻟﯽ‬ ‫ﻣﻮﺳﺴﺎﺕت‬ ‫ﻭو‬ ‫‌ﻫﺎ‬‫ﻪ‬‫ﺑﯿﻤ‬ ،‫‌ﻫﺎ‬‫ﮏ‬‫ﺑﺎﻧ‬ ‫‌ﻫﺎ‬‫ﻪ‬‫ﮐﺘﺎﺑﺨﺎﻧ‬ ‫ﻭو‬ ‫‌ﻫﺎ‬‫ﻩه‬‫ﺩدﺍاﻧﺸﮕﺎ‬ 6 ‫ﺳﻨﺠﯽ‬ ‫ﻧﯿﺎﺯز‬ :‫ﻧﯿﺎﺯزﻣﻨﺪﻧﺪ‬ ‫‌ﺩدﺍاﺩدﻩه‬‫ﻥن‬‫ﮐﻼ‬ ‫ﻓﻨﺎﻭوﺭرﯼی‬ ‫ﺑﻪ‬ ‫ﮐﻪ‬ ‫ﺍاﯾﺮﺍاﻧﯽ‬ ‫‌ﻫﺎﯼی‬‫ﻥن‬‫ﺳﺎﺯزﻣﺎ‬
  7. 7. ‫ﻣﺤﺘﻮﺍا‬ ‫ﮔﺬﺍاﺭرﯼی‬ ‫ﺍاﺷﺘﺮﺍاﮎک‬ ‫ﻭو‬ ‫ﺍاﻟﮑﺘﺮﻭوﻧﯿﮑﯽ‬ ‫ﺗﺠﺎﺭرﺕت‬ ،‫ﺍاﯾﻨﺘﺮﻧﺘﯽ‬ ‫‌ﻫﺎﯼی‬‫ﯽ‬‫ﮐﻤﭙﺎﻧ‬ ‫ﺩدﯾﺘﺎ‬ ‫ﻭو‬ ‫ﻣﺨﺎﺑﺮﺍاﺕت‬ ،‫ﺍاﻧﺮﮊژﯼی‬ ‫ﺗﻮﺯزﯾﻊ‬ ‫ﻭو‬ ‌‫ﺪ‬‫ﺗﻮﻟﯿ‬ ‫ﺻﻨﺎﯾﻊ‬ ‫ﻣﺎﻟﯽ‬ ‫ﻣﻮﺳﺴﺎﺕت‬ ‫ﻭو‬ ‫‌ﻫﺎ‬‫ﻪ‬‫ﺑﯿﻤ‬ ،‫‌ﻫﺎ‬‫ﮏ‬‫ﺑﺎﻧ‬ ‫‌ﻫﺎ‬‫ﻪ‬‫ﮐﺘﺎﺑﺨﺎﻧ‬ ‫ﻭو‬ ‫‌ﻫﺎ‬‫ﻩه‬‫ﺩدﺍاﻧﺸﮕﺎ‬ 7 ‫ﺳﻨﺠﯽ‬ ‫ﻧﯿﺎﺯز‬ :‫ﻧﯿﺎﺯزﻣﻨﺪﻧﺪ‬ ‫‌ﺩدﺍاﺩدﻩه‬‫ﻥن‬‫ﮐﻼ‬ ‫ﻓﻨﺎﻭوﺭرﯼی‬ ‫ﺑﻪ‬ ‫ﮐﻪ‬ ‫ﺍاﯾﺮﺍاﻧﯽ‬ ‫‌ﻫﺎﯼی‬‫ﻥن‬‫ﺳﺎﺯزﻣﺎ‬
  8. 8. ‫ﻣﺤﺘﻮﺍا‬ ‫ﮔﺬﺍاﺭرﯼی‬ ‫ﺍاﺷﺘﺮﺍاﮎک‬ ‫ﻭو‬ ‫ﺍاﻟﮑﺘﺮﻭوﻧﯿﮑﯽ‬ ‫ﺗﺠﺎﺭرﺕت‬ ،‫ﺍاﯾﻨﺘﺮﻧﺘﯽ‬ ‫‌ﻫﺎﯼی‬‫ﯽ‬‫ﮐﻤﭙﺎﻧ‬ ‫ﺩدﺍاﺩدﻩه‬ ‫ﮐﻼﻥن‬ ‌‫ﻩه‬‫ﺣﻮﺯز‬ ‫ﺩدﺭر‬ ‫‌ﮐﺎﺭر‬‫ﻭو‬‌‫ﺐ‬‫ﮐﺴ‬ ‫‌ﻫﺎﯼی‬‫ﯼی‬‫ﻧﯿﺎﺯزﻣﻨﺪ‬ 8 (‫)ﻓﺎﺭرﺳﯽ‬ ‫ﺗﺤﻠﯿﻠﯽ‬ ‫ﺟﺴﺘﺠﻮﯼی‬ ‫‌ﻫﺎﯼی‬‫ﺭر‬‫ﻣﻮﺗﻮ‬ ‫ﻓﻘﺪﺍاﻥن‬ ‫ﮐﺎﺭرﺑﺮ‬ ‫ﺭرﻓﺘﺎﺭر‬ ‫‌ﺑﯿﻨﯽ‬‫ﺶ‬‫ﭘﯿ‬ ‫ﻭو‬ ‫ﺳﻠﯿﻘﻪ‬ ‫ﮐﺸﻒ‬ ‫‌ﻫﺎﯼی‬‫ﻪ‬‫ﺳﺎﻣﺎﻧ‬ ‫ﻓﻘﺪﺍاﻥن‬ ‫ﻓﺎﺭرﺳﯽ‬ ‫ﻣﺘﻮﻥن‬ ‫ﺗﺤﻠﯿﻞ‬ ‫‌ﻫﺎﯼی‬‫ﻪ‬‫ﺳﺎﻣﺎﻧ‬ ‫ﺑﻪ‬ ‫ﻧﯿﺎﺯز‬ ‫ﺯزﻧﺪﮔﯽ‬ ‫ﺳﺒﮏ‬ ‫ﮐﺸﻒ‬ ‫‌ﻫﺎﯼی‬‫ﻪ‬‫ﺳﺎﻣﺎﻧ‬ ‫ﻓﻘﺪﺍاﻥن‬ ‫ﻻﮒگ‬ ‫ﻣﺪﯾﺮﯾﺖ‬ ‫ﺑﻼﺩدﺭرﻧﮓ‬ ‫ﻭو‬ ‫ﭘﺬﯾﺮ‬ ‫ﻣﻘﯿﺎﺱس‬ ‫‌ﻫﺎﯼی‬‫ﻞ‬‫‌ﺣ‬‫ﻩه‬‫ﺭرﺍا‬ ‫ﺑﻪ‬ ‫ﻧﯿﺎﺯز‬
  9. 9. ‫ﻣﺤﺘﻮﺍا‬ ‫ﮔﺬﺍاﺭرﯼی‬ ‫ﺍاﺷﺘﺮﺍاﮎک‬ ‫ﻭو‬ ‫ﺍاﻟﮑﺘﺮﻭوﻧﯿﮑﯽ‬ ‫ﺗﺠﺎﺭرﺕت‬ ،‫ﺍاﯾﻨﺘﺮﻧﺘﯽ‬ ‫‌ﻫﺎﯼی‬‫ﯽ‬‫ﮐﻤﭙﺎﻧ‬ ‫ﺩدﺍاﺩدﻩه‬ ‫ﮐﻼﻥن‬ ‌‫ﻩه‬‫ﺣﻮﺯز‬ ‫ﺩدﺭر‬ ‫‌ﮐﺎﺭر‬‫ﻭو‬‌‫ﺐ‬‫ﮐﺴ‬ ‫‌ﻫﺎﯼی‬‫ﯼی‬‫ﻧﯿﺎﺯزﻣﻨﺪ‬ 9 (‫)ﻓﺎﺭرﺳﯽ‬ ‫ﺗﺤﻠﯿﻠﯽ‬ ‫ﺟﺴﺘﺠﻮﯼی‬ ‫‌ﻫﺎﯼی‬‫ﺭر‬‫ﻣﻮﺗﻮ‬ ‫ﻓﻘﺪﺍاﻥن‬ ‫ﮐﺎﺭرﺑﺮ‬ ‫ﺭرﻓﺘﺎﺭر‬ ‫‌ﺑﯿﻨﯽ‬‫ﺶ‬‫ﭘﯿ‬ ‫ﻭو‬ ‫ﺳﻠﯿﻘﻪ‬ ‫ﮐﺸﻒ‬ ‫‌ﻫﺎﯼی‬‫ﻪ‬‫ﺳﺎﻣﺎﻧ‬ ‫ﻓﻘﺪﺍاﻥن‬ ‫ﻓﺎﺭرﺳﯽ‬ ‫ﻣﺘﻮﻥن‬ ‫ﺗﺤﻠﯿﻞ‬ ‫‌ﻫﺎﯼی‬‫ﻪ‬‫ﺳﺎﻣﺎﻧ‬ ‫ﺑﻪ‬ ‫ﻧﯿﺎﺯز‬ ‫ﺯزﻧﺪﮔﯽ‬ ‫ﺳﺒﮏ‬ ‫ﮐﺸﻒ‬ ‫‌ﻫﺎﯼی‬‫ﻪ‬‫ﺳﺎﻣﺎﻧ‬ ‫ﻓﻘﺪﺍاﻥن‬ ‫ﻻﮒگ‬ ‫ﻣﺪﯾﺮﯾﺖ‬ ‫ﺑﻼﺩدﺭرﻧﮓ‬ ‫ﻭو‬ ‫ﭘﺬﯾﺮ‬ ‫ﻣﻘﯿﺎﺱس‬ ‫‌ﻫﺎﯼی‬‫ﻞ‬‫‌ﺣ‬‫ﻩه‬‫ﺭرﺍا‬ ‫ﺑﻪ‬ ‫ﻧﯿﺎﺯز‬
  10. 10. ‫ﻣﺤﺘﻮﺍا‬ ‫ﮔﺬﺍاﺭرﯼی‬ ‫ﺍاﺷﺘﺮﺍاﮎک‬ ‫ﻭو‬ ‫ﺍاﻟﮑﺘﺮﻭوﻧﯿﮑﯽ‬ ‫ﺗﺠﺎﺭرﺕت‬ ،‫ﺍاﯾﻨﺘﺮﻧﺘﯽ‬ ‫‌ﻫﺎﯼی‬‫ﯽ‬‫ﮐﻤﭙﺎﻧ‬ ‫ﺩدﺍاﺩدﻩه‬ ‫ﮐﻼﻥن‬ ‌‫ﻩه‬‫ﺣﻮﺯز‬ ‫ﺩدﺭر‬ ‫‌ﮐﺎﺭر‬‫ﻭو‬‌‫ﺐ‬‫ﮐﺴ‬ ‫‌ﻫﺎﯼی‬‫ﯼی‬‫ﻧﯿﺎﺯزﻣﻨﺪ‬ 10 (‫)ﻓﺎﺭرﺳﯽ‬ ‫ﺗﺤﻠﯿﻠﯽ‬ ‫ﺟﺴﺘﺠﻮﯼی‬ ‫‌ﻫﺎﯼی‬‫ﺭر‬‫ﻣﻮﺗﻮ‬ ‫ﻓﻘﺪﺍاﻥن‬ ‫ﮐﺎﺭرﺑﺮ‬ ‫ﺭرﻓﺘﺎﺭر‬ ‫‌ﺑﯿﻨﯽ‬‫ﺶ‬‫ﭘﯿ‬ ‫ﻭو‬ ‫ﺳﻠﯿﻘﻪ‬ ‫ﮐﺸﻒ‬ ‫‌ﻫﺎﯼی‬‫ﻪ‬‫ﺳﺎﻣﺎﻧ‬ ‫ﻓﻘﺪﺍاﻥن‬ ‫ﻓﺎﺭرﺳﯽ‬ ‫ﻣﺘﻮﻥن‬ ‫ﺗﺤﻠﯿﻞ‬ ‫‌ﻫﺎﯼی‬‫ﻪ‬‫ﺳﺎﻣﺎﻧ‬ ‫ﺑﻪ‬ ‫ﻧﯿﺎﺯز‬ ‫ﺯزﻧﺪﮔﯽ‬ ‫ﺳﺒﮏ‬ ‫ﮐﺸﻒ‬ ‫‌ﻫﺎﯼی‬‫ﻪ‬‫ﺳﺎﻣﺎﻧ‬ ‫ﻓﻘﺪﺍاﻥن‬ ‫ﻻﮒگ‬ ‫ﻣﺪﯾﺮﯾﺖ‬ ‫ﺑﻼﺩدﺭرﻧﮓ‬ ‫ﻭو‬ ‫ﭘﺬﯾﺮ‬ ‫ﻣﻘﯿﺎﺱس‬ ‫‌ﻫﺎﯼی‬‫ﻞ‬‫‌ﺣ‬‫ﻩه‬‫ﺭرﺍا‬ ‫ﺑﻪ‬ ‫ﻧﯿﺎﺯز‬
  11. 11. ‫ﻣﺤﺘﻮﺍا‬ ‫ﮔﺬﺍاﺭرﯼی‬ ‫ﺍاﺷﺘﺮﺍاﮎک‬ ‫ﻭو‬ ‫ﺍاﻟﮑﺘﺮﻭوﻧﯿﮑﯽ‬ ‫ﺗﺠﺎﺭرﺕت‬ ،‫ﺍاﯾﻨﺘﺮﻧﺘﯽ‬ ‫‌ﻫﺎﯼی‬‫ﯽ‬‫ﮐﻤﭙﺎﻧ‬ ‫ﺩدﺍاﺩدﻩه‬ ‫ﮐﻼﻥن‬ ‌‫ﻩه‬‫ﺣﻮﺯز‬ ‫ﺩدﺭر‬ ‫‌ﮐﺎﺭر‬‫ﻭو‬‌‫ﺐ‬‫ﮐﺴ‬ ‫‌ﻫﺎﯼی‬‫ﯼی‬‫ﻧﯿﺎﺯزﻣﻨﺪ‬ 11 (‫)ﻓﺎﺭرﺳﯽ‬ ‫ﺗﺤﻠﯿﻠﯽ‬ ‫ﺟﺴﺘﺠﻮﯼی‬ ‫‌ﻫﺎﯼی‬‫ﺭر‬‫ﻣﻮﺗﻮ‬ ‫ﻓﻘﺪﺍاﻥن‬ ‫ﮐﺎﺭرﺑﺮ‬ ‫ﺭرﻓﺘﺎﺭر‬ ‫‌ﺑﯿﻨﯽ‬‫ﺶ‬‫ﭘﯿ‬ ‫ﻭو‬ ‫ﺳﻠﯿﻘﻪ‬ ‫ﮐﺸﻒ‬ ‫‌ﻫﺎﯼی‬‫ﻪ‬‫ﺳﺎﻣﺎﻧ‬ ‫ﻓﻘﺪﺍاﻥن‬ ‫ﻓﺎﺭرﺳﯽ‬ ‫ﻣﺘﻮﻥن‬ ‫ﺗﺤﻠﯿﻞ‬ ‫‌ﻫﺎﯼی‬‫ﻪ‬‫ﺳﺎﻣﺎﻧ‬ ‫ﺑﻪ‬ ‫ﻧﯿﺎﺯز‬ ‫ﺯزﻧﺪﮔﯽ‬ ‫ﺳﺒﮏ‬ ‫ﮐﺸﻒ‬ ‫‌ﻫﺎﯼی‬‫ﻪ‬‫ﺳﺎﻣﺎﻧ‬ ‫ﻓﻘﺪﺍاﻥن‬ ‫ﻻﮒگ‬ ‫ﻣﺪﯾﺮﯾﺖ‬ ‫ﺑﻼﺩدﺭرﻧﮓ‬ ‫ﻭو‬ ‫ﭘﺬﯾﺮ‬ ‫ﻣﻘﯿﺎﺱس‬ ‫‌ﻫﺎﯼی‬‫ﻞ‬‫‌ﺣ‬‫ﻩه‬‫ﺭرﺍا‬ ‫ﺑﻪ‬ ‫ﻧﯿﺎﺯز‬
  12. 12. ‫ﻣﺤﺘﻮﺍا‬ ‫ﮔﺬﺍاﺭرﯼی‬ ‫ﺍاﺷﺘﺮﺍاﮎک‬ ‫ﻭو‬ ‫ﺍاﻟﮑﺘﺮﻭوﻧﯿﮑﯽ‬ ‫ﺗﺠﺎﺭرﺕت‬ ،‫ﺍاﯾﻨﺘﺮﻧﺘﯽ‬ ‫‌ﻫﺎﯼی‬‫ﯽ‬‫ﮐﻤﭙﺎﻧ‬ ‫ﺩدﺍاﺩدﻩه‬ ‫ﮐﻼﻥن‬ ‌‫ﻩه‬‫ﺣﻮﺯز‬ ‫ﺩدﺭر‬ ‫‌ﮐﺎﺭر‬‫ﻭو‬‌‫ﺐ‬‫ﮐﺴ‬ ‫‌ﻫﺎﯼی‬‫ﯼی‬‫ﻧﯿﺎﺯزﻣﻨﺪ‬ 12 (‫)ﻓﺎﺭرﺳﯽ‬ ‫ﺗﺤﻠﯿﻠﯽ‬ ‫ﺟﺴﺘﺠﻮﯼی‬ ‫‌ﻫﺎﯼی‬‫ﺭر‬‫ﻣﻮﺗﻮ‬ ‫ﻓﻘﺪﺍاﻥن‬ ‫ﮐﺎﺭرﺑﺮ‬ ‫ﺭرﻓﺘﺎﺭر‬ ‫‌ﺑﯿﻨﯽ‬‫ﺶ‬‫ﭘﯿ‬ ‫ﻭو‬ ‫ﺳﻠﯿﻘﻪ‬ ‫ﮐﺸﻒ‬ ‫‌ﻫﺎﯼی‬‫ﻪ‬‫ﺳﺎﻣﺎﻧ‬ ‫ﻓﻘﺪﺍاﻥن‬ ‫ﻓﺎﺭرﺳﯽ‬ ‫ﻣﺘﻮﻥن‬ ‫ﺗﺤﻠﯿﻞ‬ ‫‌ﻫﺎﯼی‬‫ﻪ‬‫ﺳﺎﻣﺎﻧ‬ ‫ﺑﻪ‬ ‫ﻧﯿﺎﺯز‬ ‫ﺯزﻧﺪﮔﯽ‬ ‫ﺳﺒﮏ‬ ‫ﮐﺸﻒ‬ ‫‌ﻫﺎﯼی‬‫ﻪ‬‫ﺳﺎﻣﺎﻧ‬ ‫ﻓﻘﺪﺍاﻥن‬ ‫ﻻﮒگ‬ ‫ﻣﺪﯾﺮﯾﺖ‬ ‫ﺑﻼﺩدﺭرﻧﮓ‬ ‫ﻭو‬ ‫ﭘﺬﯾﺮ‬ ‫ﻣﻘﯿﺎﺱس‬ ‫‌ﻫﺎﯼی‬‫ﻞ‬‫‌ﺣ‬‫ﻩه‬‫ﺭرﺍا‬ ‫ﺑﻪ‬ ‫ﻧﯿﺎﺯز‬
  13. 13. ‫ﻣﺤﺘﻮﺍا‬ ‫ﮔﺬﺍاﺭرﯼی‬ ‫ﺍاﺷﺘﺮﺍاﮎک‬ ‫ﻭو‬ ‫ﺍاﻟﮑﺘﺮﻭوﻧﯿﮑﯽ‬ ‫ﺗﺠﺎﺭرﺕت‬ ،‫ﺍاﯾﻨﺘﺮﻧﺘﯽ‬ ‫‌ﻫﺎﯼی‬‫ﯽ‬‫ﮐﻤﭙﺎﻧ‬ ‫ﺩدﺍاﺩدﻩه‬ ‫ﮐﻼﻥن‬ ‌‫ﻩه‬‫ﺣﻮﺯز‬ ‫ﺩدﺭر‬ ‫‌ﮐﺎﺭر‬‫ﻭو‬‌‫ﺐ‬‫ﮐﺴ‬ ‫‌ﻫﺎﯼی‬‫ﯼی‬‫ﻧﯿﺎﺯزﻣﻨﺪ‬ 13 (‫)ﻓﺎﺭرﺳﯽ‬ ‫ﺗﺤﻠﯿﻠﯽ‬ ‫ﺟﺴﺘﺠﻮﯼی‬ ‫‌ﻫﺎﯼی‬‫ﺭر‬‫ﻣﻮﺗﻮ‬ ‫ﻓﻘﺪﺍاﻥن‬ ‫ﮐﺎﺭرﺑﺮ‬ ‫ﺭرﻓﺘﺎﺭر‬ ‫‌ﺑﯿﻨﯽ‬‫ﺶ‬‫ﭘﯿ‬ ‫ﻭو‬ ‫ﺳﻠﯿﻘﻪ‬ ‫ﮐﺸﻒ‬ ‫‌ﻫﺎﯼی‬‫ﻪ‬‫ﺳﺎﻣﺎﻧ‬ ‫ﻓﻘﺪﺍاﻥن‬ ‫ﻓﺎﺭرﺳﯽ‬ ‫ﻣﺘﻮﻥن‬ ‫ﺗﺤﻠﯿﻞ‬ ‫‌ﻫﺎﯼی‬‫ﻪ‬‫ﺳﺎﻣﺎﻧ‬ ‫ﺑﻪ‬ ‫ﻧﯿﺎﺯز‬ ‫ﺯزﻧﺪﮔﯽ‬ ‫ﺳﺒﮏ‬ ‫ﮐﺸﻒ‬ ‫‌ﻫﺎﯼی‬‫ﻪ‬‫ﺳﺎﻣﺎﻧ‬ ‫ﻓﻘﺪﺍاﻥن‬ ‫ﻻﮒگ‬ ‫ﻣﺪﯾﺮﯾﺖ‬ ‫ﺑﻼﺩدﺭرﻧﮓ‬ ‫ﻭو‬ ‫ﭘﺬﯾﺮ‬ ‫ﻣﻘﯿﺎﺱس‬ ‫‌ﻫﺎﯼی‬‫ﻞ‬‫‌ﺣ‬‫ﻩه‬‫ﺭرﺍا‬ ‫ﺑﻪ‬ ‫ﻧﯿﺎﺯز‬
  14. 14. ‫ﺩدﯾﺘﺎ‬ ‫ﻭو‬ ‫ﻣﺨﺎﺑﺮﺍاﺕت‬ ،‫ﺍاﻧﺮﮊژﯼی‬ ‫ﺗﻮﺯزﯾﻊ‬ ‫ﻭو‬ ‌‫ﺪ‬‫ﺗﻮﻟﯿ‬ ‫ﺻﻨﺎﯾﻊ‬ 14 ‫ﮐﺎﺭرﺑﺮ‬ ‫ﺭرﻓﺘﺎﺭر‬ ‫‌ﺑﯿﻨﯽ‬‫ﺶ‬‫ﭘﯿ‬ ‫ﻭو‬ ‫ﺳﻠﯿﻘﻪ‬ ‫ﮐﺸﻒ‬ ‫‌ﻫﺎﯼی‬‫ﻪ‬‫ﺳﺎﻣﺎﻧ‬ ‫ﻓﻘﺪﺍاﻥن‬ ‫ﺗﻘﻠﺐ‬ ‫ﮐﺸﻒ‬ ‫ﻭو‬ ‫ﻧﻈﺎﺭرﺕت‬ ‫ﺑﻼﺩدﺭرﻧﮓ‬ ‫‌ﻫﺎﯼی‬‌‫ﻞ‬‫‌ﺣ‬‫ﻩه‬‫ﺭرﺍا‬ ‫ﻓﻘﺪﺍاﻥن‬ ‫ﺯزﻧﺪﮔﯽ‬ ‫ﺳﺒﮏ‬ ‫ﮐﺸﻒ‬ ‫‌ﻫﺎﯼی‬‫ﻪ‬‫ﺳﺎﻣﺎﻧ‬ ‫ﻓﻘﺪﺍاﻥن‬ ‫ﻻﮒگ‬ ‫ﻣﺪﯾﺮﯾﺖ‬ ‫ﺑﻼﺩدﺭرﻧﮓ‬ ‫ﻭو‬ ‫ﭘﺬﯾﺮ‬ ‫ﻣﻘﯿﺎﺱس‬ ‫‌ﻫﺎﯼی‬‫ﻞ‬‫‌ﺣ‬‫ﻩه‬‫ﺭرﺍا‬ ‫ﺑﻪ‬ ‫ﻧﯿﺎﺯز‬ ‫ﺩدﺍاﺩدﻩه‬ ‫ﮐﻼﻥن‬ ‌‫ﻩه‬‫ﺣﻮﺯز‬ ‫ﺩدﺭر‬ ‫‌ﮐﺎﺭر‬‫ﻭو‬‌‫ﺐ‬‫ﮐﺴ‬ ‫‌ﻫﺎﯼی‬‫ﯼی‬‫ﻧﯿﺎﺯزﻣﻨﺪ‬
  15. 15. ‫ﺩدﯾﺘﺎ‬ ‫ﻭو‬ ‫ﻣﺨﺎﺑﺮﺍاﺕت‬ ،‫ﺍاﻧﺮﮊژﯼی‬ ‫ﺗﻮﺯزﯾﻊ‬ ‫ﻭو‬ ‌‫ﺪ‬‫ﺗﻮﻟﯿ‬ ‫ﺻﻨﺎﯾﻊ‬ 15 ‫ﮐﺎﺭرﺑﺮ‬ ‫ﺭرﻓﺘﺎﺭر‬ ‫‌ﺑﯿﻨﯽ‬‫ﺶ‬‫ﭘﯿ‬ ‫ﻭو‬ ‫ﺳﻠﯿﻘﻪ‬ ‫ﮐﺸﻒ‬ ‫‌ﻫﺎﯼی‬‫ﻪ‬‫ﺳﺎﻣﺎﻧ‬ ‫ﻓﻘﺪﺍاﻥن‬ ‫ﺗﻘﻠﺐ‬ ‫ﮐﺸﻒ‬ ‫ﻭو‬ ‫ﻧﻈﺎﺭرﺕت‬ ‫ﺑﻼﺩدﺭرﻧﮓ‬ ‫‌ﻫﺎﯼی‬‌‫ﻞ‬‫‌ﺣ‬‫ﻩه‬‫ﺭرﺍا‬ ‫ﻓﻘﺪﺍاﻥن‬ ‫ﺯزﻧﺪﮔﯽ‬ ‫ﺳﺒﮏ‬ ‫ﮐﺸﻒ‬ ‫‌ﻫﺎﯼی‬‫ﻪ‬‫ﺳﺎﻣﺎﻧ‬ ‫ﻓﻘﺪﺍاﻥن‬ ‫ﻻﮒگ‬ ‫ﻣﺪﯾﺮﯾﺖ‬ ‫ﺑﻼﺩدﺭرﻧﮓ‬ ‫ﻭو‬ ‫ﭘﺬﯾﺮ‬ ‫ﻣﻘﯿﺎﺱس‬ ‫‌ﻫﺎﯼی‬‫ﻞ‬‫‌ﺣ‬‫ﻩه‬‫ﺭرﺍا‬ ‫ﺑﻪ‬ ‫ﻧﯿﺎﺯز‬ ‫ﺩدﺍاﺩدﻩه‬ ‫ﮐﻼﻥن‬ ‌‫ﻩه‬‫ﺣﻮﺯز‬ ‫ﺩدﺭر‬ ‫‌ﮐﺎﺭر‬‫ﻭو‬‌‫ﺐ‬‫ﮐﺴ‬ ‫‌ﻫﺎﯼی‬‫ﯼی‬‫ﻧﯿﺎﺯزﻣﻨﺪ‬
  16. 16. ‫ﺩدﯾﺘﺎ‬ ‫ﻭو‬ ‫ﻣﺨﺎﺑﺮﺍاﺕت‬ ،‫ﺍاﻧﺮﮊژﯼی‬ ‫ﺗﻮﺯزﯾﻊ‬ ‫ﻭو‬ ‌‫ﺪ‬‫ﺗﻮﻟﯿ‬ ‫ﺻﻨﺎﯾﻊ‬ 16 ‫ﮐﺎﺭرﺑﺮ‬ ‫ﺭرﻓﺘﺎﺭر‬ ‫‌ﺑﯿﻨﯽ‬‫ﺶ‬‫ﭘﯿ‬ ‫ﻭو‬ ‫ﺳﻠﯿﻘﻪ‬ ‫ﮐﺸﻒ‬ ‫‌ﻫﺎﯼی‬‫ﻪ‬‫ﺳﺎﻣﺎﻧ‬ ‫ﻓﻘﺪﺍاﻥن‬ ‫ﺗﻘﻠﺐ‬ ‫ﮐﺸﻒ‬ ‫ﻭو‬ ‫ﻧﻈﺎﺭرﺕت‬ ‫ﺑﻼﺩدﺭرﻧﮓ‬ ‫‌ﻫﺎﯼی‬‌‫ﻞ‬‫‌ﺣ‬‫ﻩه‬‫ﺭرﺍا‬ ‫ﻓﻘﺪﺍاﻥن‬ ‫ﺯزﻧﺪﮔﯽ‬ ‫ﺳﺒﮏ‬ ‫ﮐﺸﻒ‬ ‫‌ﻫﺎﯼی‬‫ﻪ‬‫ﺳﺎﻣﺎﻧ‬ ‫ﻓﻘﺪﺍاﻥن‬ ‫ﻻﮒگ‬ ‫ﻣﺪﯾﺮﯾﺖ‬ ‫ﺑﻼﺩدﺭرﻧﮓ‬ ‫ﻭو‬ ‫ﭘﺬﯾﺮ‬ ‫ﻣﻘﯿﺎﺱس‬ ‫‌ﻫﺎﯼی‬‫ﻞ‬‫‌ﺣ‬‫ﻩه‬‫ﺭرﺍا‬ ‫ﺑﻪ‬ ‫ﻧﯿﺎﺯز‬ ‫ﺩدﺍاﺩدﻩه‬ ‫ﮐﻼﻥن‬ ‌‫ﻩه‬‫ﺣﻮﺯز‬ ‫ﺩدﺭر‬ ‫‌ﮐﺎﺭر‬‫ﻭو‬‌‫ﺐ‬‫ﮐﺴ‬ ‫‌ﻫﺎﯼی‬‫ﯼی‬‫ﻧﯿﺎﺯزﻣﻨﺪ‬
  17. 17. ‫ﺩدﯾﺘﺎ‬ ‫ﻭو‬ ‫ﻣﺨﺎﺑﺮﺍاﺕت‬ ،‫ﺍاﻧﺮﮊژﯼی‬ ‫ﺗﻮﺯزﯾﻊ‬ ‫ﻭو‬ ‌‫ﺪ‬‫ﺗﻮﻟﯿ‬ ‫ﺻﻨﺎﯾﻊ‬ 17 ‫ﮐﺎﺭرﺑﺮ‬ ‫ﺭرﻓﺘﺎﺭر‬ ‫‌ﺑﯿﻨﯽ‬‫ﺶ‬‫ﭘﯿ‬ ‫ﻭو‬ ‫ﺳﻠﯿﻘﻪ‬ ‫ﮐﺸﻒ‬ ‫‌ﻫﺎﯼی‬‫ﻪ‬‫ﺳﺎﻣﺎﻧ‬ ‫ﻓﻘﺪﺍاﻥن‬ ‫ﺗﻘﻠﺐ‬ ‫ﮐﺸﻒ‬ ‫ﻭو‬ ‫ﻧﻈﺎﺭرﺕت‬ ‫ﺑﻼﺩدﺭرﻧﮓ‬ ‫‌ﻫﺎﯼی‬‌‫ﻞ‬‫‌ﺣ‬‫ﻩه‬‫ﺭرﺍا‬ ‫ﻓﻘﺪﺍاﻥن‬ ‫ﺯزﻧﺪﮔﯽ‬ ‫ﺳﺒﮏ‬ ‫ﮐﺸﻒ‬ ‫‌ﻫﺎﯼی‬‫ﻪ‬‫ﺳﺎﻣﺎﻧ‬ ‫ﻓﻘﺪﺍاﻥن‬ ‫ﻻﮒگ‬ ‫ﻣﺪﯾﺮﯾﺖ‬ ‫ﺑﻼﺩدﺭرﻧﮓ‬ ‫ﻭو‬ ‫ﭘﺬﯾﺮ‬ ‫ﻣﻘﯿﺎﺱس‬ ‫‌ﻫﺎﯼی‬‫ﻞ‬‫‌ﺣ‬‫ﻩه‬‫ﺭرﺍا‬ ‫ﺑﻪ‬ ‫ﻧﯿﺎﺯز‬ ‫ﺩدﺍاﺩدﻩه‬ ‫ﮐﻼﻥن‬ ‌‫ﻩه‬‫ﺣﻮﺯز‬ ‫ﺩدﺭر‬ ‫‌ﮐﺎﺭر‬‫ﻭو‬‌‫ﺐ‬‫ﮐﺴ‬ ‫‌ﻫﺎﯼی‬‫ﯼی‬‫ﻧﯿﺎﺯزﻣﻨﺪ‬
  18. 18. ‫ﺩدﯾﺘﺎ‬ ‫ﻭو‬ ‫ﻣﺨﺎﺑﺮﺍاﺕت‬ ،‫ﺍاﻧﺮﮊژﯼی‬ ‫ﺗﻮﺯزﯾﻊ‬ ‫ﻭو‬ ‌‫ﺪ‬‫ﺗﻮﻟﯿ‬ ‫ﺻﻨﺎﯾﻊ‬ 18 ‫ﮐﺎﺭرﺑﺮ‬ ‫ﺭرﻓﺘﺎﺭر‬ ‫‌ﺑﯿﻨﯽ‬‫ﺶ‬‫ﭘﯿ‬ ‫ﻭو‬ ‫ﺳﻠﯿﻘﻪ‬ ‫ﮐﺸﻒ‬ ‫‌ﻫﺎﯼی‬‫ﻪ‬‫ﺳﺎﻣﺎﻧ‬ ‫ﻓﻘﺪﺍاﻥن‬ ‫ﺗﻘﻠﺐ‬ ‫ﮐﺸﻒ‬ ‫ﻭو‬ ‫ﻧﻈﺎﺭرﺕت‬ ‫ﺑﻼﺩدﺭرﻧﮓ‬ ‫‌ﻫﺎﯼی‬‌‫ﻞ‬‫‌ﺣ‬‫ﻩه‬‫ﺭرﺍا‬ ‫ﻓﻘﺪﺍاﻥن‬ ‫ﺯزﻧﺪﮔﯽ‬ ‫ﺳﺒﮏ‬ ‫ﮐﺸﻒ‬ ‫‌ﻫﺎﯼی‬‫ﻪ‬‫ﺳﺎﻣﺎﻧ‬ ‫ﻓﻘﺪﺍاﻥن‬ ‫ﻻﮒگ‬ ‫ﻣﺪﯾﺮﯾﺖ‬ ‫ﺑﻼﺩدﺭرﻧﮓ‬ ‫ﻭو‬ ‫ﭘﺬﯾﺮ‬ ‫ﻣﻘﯿﺎﺱس‬ ‫‌ﻫﺎﯼی‬‫ﻞ‬‫‌ﺣ‬‫ﻩه‬‫ﺭرﺍا‬ ‫ﺑﻪ‬ ‫ﻧﯿﺎﺯز‬ ‫ﺩدﺍاﺩدﻩه‬ ‫ﮐﻼﻥن‬ ‌‫ﻩه‬‫ﺣﻮﺯز‬ ‫ﺩدﺭر‬ ‫‌ﮐﺎﺭر‬‫ﻭو‬‌‫ﺐ‬‫ﮐﺴ‬ ‫‌ﻫﺎﯼی‬‫ﯼی‬‫ﻧﯿﺎﺯزﻣﻨﺪ‬
  19. 19. ‫ﻣﺎﻟﯽ‬ ‫ﻣﻮﺳﺴﺎﺕت‬ ‫ﻭو‬ ‫‌ﻫﺎ‬‫ﻪ‬‫ﺑﯿﻤ‬ ،‫‌ﻫﺎ‬‫ﮏ‬‫ﺑﺎﻧ‬ 19 ‫ﺗﻘﻠﺐ‬ ‫ﮐﺸﻒ‬ ‫ﻭو‬ ‫ﻧﻈﺎﺭرﺕت‬ ‫ﺑﻼﺩدﺭرﻧﮓ‬ ‫‌ﻫﺎﯼی‬‌‫ﻞ‬‫‌ﺣ‬‫ﻩه‬‫ﺭرﺍا‬ ‫ﻓﻘﺪﺍاﻥن‬ ‫ﻻﮒگ‬ ‫ﻣﺪﯾﺮﯾﺖ‬ ‫ﺑﻼﺩدﺭرﻧﮓ‬ ‫ﻭو‬ ‫ﭘﺬﯾﺮ‬ ‫ﻣﻘﯿﺎﺱس‬ ‫‌ﻫﺎﯼی‬‫ﻞ‬‫‌ﺣ‬‫ﻩه‬‫ﺭرﺍا‬ ‫ﺑﻪ‬ ‫ﻧﯿﺎﺯز‬ ‫ﺩدﺍاﺩدﻩه‬ ‫ﮐﻼﻥن‬ ‌‫ﻩه‬‫ﺣﻮﺯز‬ ‫ﺩدﺭر‬ ‫‌ﮐﺎﺭر‬‫ﻭو‬‌‫ﺐ‬‫ﮐﺴ‬ ‫‌ﻫﺎﯼی‬‫ﯼی‬‫ﻧﯿﺎﺯزﻣﻨﺪ‬
  20. 20. ‫ﻣﺎﻟﯽ‬ ‫ﻣﻮﺳﺴﺎﺕت‬ ‫ﻭو‬ ‫‌ﻫﺎ‬‫ﻪ‬‫ﺑﯿﻤ‬ ،‫‌ﻫﺎ‬‫ﮏ‬‫ﺑﺎﻧ‬ 20 ‫ﺗﻘﻠﺐ‬ ‫ﮐﺸﻒ‬ ‫ﻭو‬ ‫ﻧﻈﺎﺭرﺕت‬ ‫ﺑﻼﺩدﺭرﻧﮓ‬ ‫‌ﻫﺎﯼی‬‌‫ﻞ‬‫‌ﺣ‬‫ﻩه‬‫ﺭرﺍا‬ ‫ﻓﻘﺪﺍاﻥن‬ ‫ﻻﮒگ‬ ‫ﻣﺪﯾﺮﯾﺖ‬ ‫ﺑﻼﺩدﺭرﻧﮓ‬ ‫ﻭو‬ ‫ﭘﺬﯾﺮ‬ ‫ﻣﻘﯿﺎﺱس‬ ‫‌ﻫﺎﯼی‬‫ﻞ‬‫‌ﺣ‬‫ﻩه‬‫ﺭرﺍا‬ ‫ﺑﻪ‬ ‫ﻧﯿﺎﺯز‬ ‫ﺩدﺍاﺩدﻩه‬ ‫ﮐﻼﻥن‬ ‌‫ﻩه‬‫ﺣﻮﺯز‬ ‫ﺩدﺭر‬ ‫‌ﮐﺎﺭر‬‫ﻭو‬‌‫ﺐ‬‫ﮐﺴ‬ ‫‌ﻫﺎﯼی‬‫ﯼی‬‫ﻧﯿﺎﺯزﻣﻨﺪ‬
  21. 21. ‫ﻣﺎﻟﯽ‬ ‫ﻣﻮﺳﺴﺎﺕت‬ ‫ﻭو‬ ‫‌ﻫﺎ‬‫ﻪ‬‫ﺑﯿﻤ‬ ،‫‌ﻫﺎ‬‫ﮏ‬‫ﺑﺎﻧ‬ 21 ‫ﺗﻘﻠﺐ‬ ‫ﮐﺸﻒ‬ ‫ﻭو‬ ‫ﻧﻈﺎﺭرﺕت‬ ‫ﺑﻼﺩدﺭرﻧﮓ‬ ‫‌ﻫﺎﯼی‬‌‫ﻞ‬‫‌ﺣ‬‫ﻩه‬‫ﺭرﺍا‬ ‫ﻓﻘﺪﺍاﻥن‬ ‫ﻻﮒگ‬ ‫ﻣﺪﯾﺮﯾﺖ‬ ‫ﺑﻼﺩدﺭرﻧﮓ‬ ‫ﻭو‬ ‫ﭘﺬﯾﺮ‬ ‫ﻣﻘﯿﺎﺱس‬ ‫‌ﻫﺎﯼی‬‫ﻞ‬‫‌ﺣ‬‫ﻩه‬‫ﺭرﺍا‬ ‫ﺑﻪ‬ ‫ﻧﯿﺎﺯز‬ ‫ﺩدﺍاﺩدﻩه‬ ‫ﮐﻼﻥن‬ ‌‫ﻩه‬‫ﺣﻮﺯز‬ ‫ﺩدﺭر‬ ‫‌ﮐﺎﺭر‬‫ﻭو‬‌‫ﺐ‬‫ﮐﺴ‬ ‫‌ﻫﺎﯼی‬‫ﯼی‬‫ﻧﯿﺎﺯزﻣﻨﺪ‬
  22. 22. ‫‌ﻫﺎ‬‫ﻪ‬‫ﮐﺘﺎﺑﺨﺎﻧ‬ ‫ﻭو‬ ‫‌ﻫﺎ‬‫ﻩه‬‫ﺩدﺍاﻧﺸﮕﺎ‬ 22 (‫)ﻓﺎﺭرﺳﯽ‬ ‫ﺗﺤﻠﯿﻠﯽ‬ ‫ﺟﺴﺘﺠﻮﯼی‬ ‫‌ﻫﺎﯼی‬‫ﺭر‬‫ﻣﻮﺗﻮ‬ ‫ﻓﻘﺪﺍاﻥن‬ ‫ﻓﺎﺭرﺳﯽ‬ ‫ﻣﺘﻮﻥن‬ ‫ﺗﺤﻠﯿﻞ‬ ‫‌ﻫﺎﯼی‬‫ﻪ‬‫ﺳﺎﻣﺎﻧ‬ ‫ﺑﻪ‬ ‫ﻧﯿﺎﺯز‬ ‫ﺯزﻧﺪﮔﯽ‬ ‫ﺳﺒﮏ‬ ‫ﮐﺸﻒ‬ ‫‌ﻫﺎﯼی‬‫ﻪ‬‫ﺳﺎﻣﺎﻧ‬ ‫ﻓﻘﺪﺍاﻥن‬ ‫ﺩدﺍاﺩدﻩه‬ ‫ﮐﻼﻥن‬ ‌‫ﻩه‬‫ﺣﻮﺯز‬ ‫ﺩدﺭر‬ ‫‌ﮐﺎﺭر‬‫ﻭو‬‌‫ﺐ‬‫ﮐﺴ‬ ‫‌ﻫﺎﯼی‬‫ﯼی‬‫ﻧﯿﺎﺯزﻣﻨﺪ‬
  23. 23. ‫‌ﻫﺎ‬‫ﻪ‬‫ﮐﺘﺎﺑﺨﺎﻧ‬ ‫ﻭو‬ ‫‌ﻫﺎ‬‫ﻩه‬‫ﺩدﺍاﻧﺸﮕﺎ‬ 23 (‫)ﻓﺎﺭرﺳﯽ‬ ‫ﺗﺤﻠﯿﻠﯽ‬ ‫ﺟﺴﺘﺠﻮﯼی‬ ‫‌ﻫﺎﯼی‬‫ﺭر‬‫ﻣﻮﺗﻮ‬ ‫ﻓﻘﺪﺍاﻥن‬ ‫ﻓﺎﺭرﺳﯽ‬ ‫ﻣﺘﻮﻥن‬ ‫ﺗﺤﻠﯿﻞ‬ ‫‌ﻫﺎﯼی‬‫ﻪ‬‫ﺳﺎﻣﺎﻧ‬ ‫ﺑﻪ‬ ‫ﻧﯿﺎﺯز‬ ‫ﺯزﻧﺪﮔﯽ‬ ‫ﺳﺒﮏ‬ ‫ﮐﺸﻒ‬ ‫‌ﻫﺎﯼی‬‫ﻪ‬‫ﺳﺎﻣﺎﻧ‬ ‫ﻓﻘﺪﺍاﻥن‬ ‫ﺩدﺍاﺩدﻩه‬ ‫ﮐﻼﻥن‬ ‌‫ﻩه‬‫ﺣﻮﺯز‬ ‫ﺩدﺭر‬ ‫‌ﮐﺎﺭر‬‫ﻭو‬‌‫ﺐ‬‫ﮐﺴ‬ ‫‌ﻫﺎﯼی‬‫ﯼی‬‫ﻧﯿﺎﺯزﻣﻨﺪ‬
  24. 24. ‫‌ﻫﺎ‬‫ﻪ‬‫ﮐﺘﺎﺑﺨﺎﻧ‬ ‫ﻭو‬ ‫‌ﻫﺎ‬‫ﻩه‬‫ﺩدﺍاﻧﺸﮕﺎ‬ 24 (‫)ﻓﺎﺭرﺳﯽ‬ ‫ﺗﺤﻠﯿﻠﯽ‬ ‫ﺟﺴﺘﺠﻮﯼی‬ ‫‌ﻫﺎﯼی‬‫ﺭر‬‫ﻣﻮﺗﻮ‬ ‫ﻓﻘﺪﺍاﻥن‬ ‫ﻓﺎﺭرﺳﯽ‬ ‫ﻣﺘﻮﻥن‬ ‫ﺗﺤﻠﯿﻞ‬ ‫‌ﻫﺎﯼی‬‫ﻪ‬‫ﺳﺎﻣﺎﻧ‬ ‫ﺑﻪ‬ ‫ﻧﯿﺎﺯز‬ ‫ﺯزﻧﺪﮔﯽ‬ ‫ﺳﺒﮏ‬ ‫ﮐﺸﻒ‬ ‫‌ﻫﺎﯼی‬‫ﻪ‬‫ﺳﺎﻣﺎﻧ‬ ‫ﻓﻘﺪﺍاﻥن‬ ‫ﺩدﺍاﺩدﻩه‬ ‫ﮐﻼﻥن‬ ‌‫ﻩه‬‫ﺣﻮﺯز‬ ‫ﺩدﺭر‬ ‫‌ﮐﺎﺭر‬‫ﻭو‬‌‫ﺐ‬‫ﮐﺴ‬ ‫‌ﻫﺎﯼی‬‫ﯼی‬‫ﻧﯿﺎﺯزﻣﻨﺪ‬
  25. 25. ‫‌ﻫﺎ‬‫ﻪ‬‫ﮐﺘﺎﺑﺨﺎﻧ‬ ‫ﻭو‬ ‫‌ﻫﺎ‬‫ﻩه‬‫ﺩدﺍاﻧﺸﮕﺎ‬ 25 (‫)ﻓﺎﺭرﺳﯽ‬ ‫ﺗﺤﻠﯿﻠﯽ‬ ‫ﺟﺴﺘﺠﻮﯼی‬ ‫‌ﻫﺎﯼی‬‫ﺭر‬‫ﻣﻮﺗﻮ‬ ‫ﻓﻘﺪﺍاﻥن‬ ‫ﻓﺎﺭرﺳﯽ‬ ‫ﻣﺘﻮﻥن‬ ‫ﺗﺤﻠﯿﻞ‬ ‫‌ﻫﺎﯼی‬‫ﻪ‬‫ﺳﺎﻣﺎﻧ‬ ‫ﺑﻪ‬ ‫ﻧﯿﺎﺯز‬ ‫ﺯزﻧﺪﮔﯽ‬ ‫ﺳﺒﮏ‬ ‫ﮐﺸﻒ‬ ‫‌ﻫﺎﯼی‬‫ﻪ‬‫ﺳﺎﻣﺎﻧ‬ ‫ﻓﻘﺪﺍاﻥن‬ ‫ﺩدﺍاﺩدﻩه‬ ‫ﮐﻼﻥن‬ ‌‫ﻩه‬‫ﺣﻮﺯز‬ ‫ﺩدﺭر‬ ‫‌ﮐﺎﺭر‬‫ﻭو‬‌‫ﺐ‬‫ﮐﺴ‬ ‫‌ﻫﺎﯼی‬‫ﯼی‬‫ﻧﯿﺎﺯزﻣﻨﺪ‬
  26. 26. 26 ‫ﻣﺸﺘﺮﮎک‬ ‫‌ﻫﺎﯼی‬‫ﺶ‬‫ﭼﺎﻟ‬ (‫)ﻓﺎﺭرﺳﯽ‬ ‫ﺗﺤﻠﯿﻠﯽ‬ ‫ﺟﺴﺘﺠﻮﯼی‬ ‫‌ﻫﺎﯼی‬‫ﺭر‬‫ﻣﻮﺗﻮ‬ ‫ﻓﻘﺪﺍاﻥن‬ ‫ﮐﺎﺭرﺑﺮ‬ ‫ﺭرﻓﺘﺎﺭر‬ ‫‌ﺑﯿﻨﯽ‬‫ﺶ‬‫ﭘﯿ‬ ‫ﻭو‬ ‫ﺳﻠﯿﻘﻪ‬ ‫ﮐﺸﻒ‬ ‫‌ﻫﺎﯼی‬‫ﻪ‬‫ﺳﺎﻣﺎﻧ‬ ‫ﻓﻘﺪﺍاﻥن‬ ‫ﺗﻘﻠﺐ‬ ‫ﮐﺸﻒ‬ ‫ﻭو‬ ‫ﻧﻈﺎﺭرﺕت‬ ‫ﺑﻼﺩدﺭرﻧﮓ‬ ‫‌ﻫﺎﯼی‬‌‫ﻞ‬‫‌ﺣ‬‫ﻩه‬‫ﺭرﺍا‬ ‫ﻓﻘﺪﺍاﻥن‬ ‫ﺯزﻧﺪﮔﯽ‬ ‫ﺳﺒﮏ‬ ‫ﮐﺸﻒ‬ ‫‌ﻫﺎﯼی‬‫ﻪ‬‫ﺳﺎﻣﺎﻧ‬ ‫ﻓﻘﺪﺍاﻥن‬ ‫ﻻﮒگ‬ ‫ﻣﺪﯾﺮﯾﺖ‬ ‫ﺑﻼﺩدﺭرﻧﮓ‬ ‫ﻭو‬ ‫ﭘﺬﯾﺮ‬ ‫ﻣﻘﯿﺎﺱس‬ ‫‌ﻫﺎﯼی‬‫ﻞ‬‫‌ﺣ‬‫ﻩه‬‫ﺭرﺍا‬ ‫ﺑﻪ‬ ‫ﻧﯿﺎﺯز‬ ‫ﻓﺎﺭرﺳﯽ‬ ‫ﻣﺘﻮﻥن‬ ‫ﺗﺤﻠﯿﻞ‬ ‫‌ﻫﺎﯼی‬‫ﻪ‬‫ﺳﺎﻣﺎﻧ‬ ‫ﺑﻪ‬ ‫ﻧﯿﺎﺯز‬ :‫‌ﺩدﺍاﺩدﻩه‬‫ﻥن‬‫‌ﮐﻼ‬ ‫ﭘﺮﺩدﺍاﺯزﺵش‬ ‫ﺯزﻣﯿﻨﻪ‬ ‫ﺩدﺭر‬ ‫ﺍاﯾﺮﺍاﻧﯽ‬ ‫‌ﻫﺎﯼی‬‫ﻥن‬‫ﺳﺎﺯزﻣﺎ‬ ‫‌ﻫﺎﯼی‬‫ﺶ‬‫ﭼﺎﻟ‬ ‫ﺑﺮﺧﯽ‬
  27. 27. 27 ‫ﻣﺎ‬ ‫‌ﻫﺎﯼی‬‫ﻞ‬‫‌ﺣ‬‫ﻩه‬‫ﺭرﺍا‬ (‫)ﻓﺎﺭرﺳﯽ‬ ‫ﺗﺤﻠﯿﻠﯽ‬ ‫ﺟﺴﺘﺠﻮﯼی‬ ‫ﮐﺎﺭرﺑﺮ‬ ‫ﺭرﻓﺘﺎﺭر‬ ‫‌ﺑﯿﻨﯽ‬‫ﺶ‬‫ﭘﯿ‬ ‫ﻭو‬ ‫ﺳﻠﯿﻘﻪ‬ ‫ﮐﺸﻒ‬ ‫ﺳﺮﻭوﯾﺲ‬ ‫ﺗﻘﻠﺐ‬ ‫ﮐﺸﻒ‬ ‫ﻭو‬ ‫ﻧﻈﺎﺭرﺕت‬ ‫ﺑﻼﺩدﺭرﻧﮓ‬ ‌‫ﻞ‬‫‌ﺣ‬‫ﻩه‬‫ﺭرﺍا‬ ‫ﺯزﻧﺪﮔﯽ‬ ‫ﺳﺒﮏ‬ ‫ﺷﻨﺎﺳﺎﯾﯽ‬ ‫ﺑﺮﺍاﯼی‬ ‫‌ﺣﻠﯽ‬‫ﻩه‬‫ﺭرﺍا‬ ‫ﻻﮒگ‬ ‫ﻣﺪﯾﺮﯾﺖ‬ ‫ﺑﺮﺍاﯼی‬ ‫ﭘﺬﯾﺮ‬ ‫ﻣﻘﯿﺎﺱس‬ ‫‌ﺣﻠﯽ‬‫ﻩه‬‫ﺭرﺍا‬ ‫ﻓﺎﺭرﺳﯽ‬ ‫ﻣﺘﻮﻥن‬ ‫ﺗﺤﻠﯿﻞ‬ ‫ﺳﺎﻣﺎﻧﻪ‬ :‫‌ﮐﺎﺭر‬‫ﻭو‬‌‫ﺐ‬‫ﮐﺴ‬ ‫‌ﻫﺎﯼی‬‫ﯼی‬‫ﻧﯿﺎﺯزﻣﻨﺪ‬ ‫ﺑﺎ‬ ‫ﭘﺎﺳﺦ‬ ‫ﺩدﺭر‬ ‫ﻣﺎ‬ ‫‌ﺍاﯼی‬‫ﻩه‬‫ﺩدﺍاﺩد‬ ‫‌ﻫﺎﯼی‬‫ﻞ‬‫‌ﺣ‬‫ﻩه‬‫ﺭرﺍا‬ picker.ir recommender.ir helio.ir lifestyler.ir nimbus.ir commentum.ir
  28. 28. 28 ‫ﻣﺎ‬ ‫‌ﻫﺎﯼی‬‫ﻞ‬‫‌ﺣ‬‫ﻩه‬‫ﺭرﺍا‬ (‫)ﻓﺎﺭرﺳﯽ‬ ‫ﺗﺤﻠﯿﻠﯽ‬ ‫ﺟﺴﺘﺠﻮﯼی‬ ‫ﮐﺎﺭرﺑﺮ‬ ‫ﺭرﻓﺘﺎﺭر‬ ‫‌ﺑﯿﻨﯽ‬‫ﺶ‬‫ﭘﯿ‬ ‫ﻭو‬ ‫ﺳﻠﯿﻘﻪ‬ ‫ﮐﺸﻒ‬ ‫ﺳﺮﻭوﯾﺲ‬ ‫ﺗﻘﻠﺐ‬ ‫ﮐﺸﻒ‬ ‫ﻭو‬ ‫ﻧﻈﺎﺭرﺕت‬ ‫ﺑﻼﺩدﺭرﻧﮓ‬ ‌‫ﻞ‬‫‌ﺣ‬‫ﻩه‬‫ﺭرﺍا‬ ‫ﺯزﻧﺪﮔﯽ‬ ‫ﺳﺒﮏ‬ ‫ﺷﻨﺎﺳﺎﯾﯽ‬ ‫ﺑﺮﺍاﯼی‬ ‫‌ﺣﻠﯽ‬‫ﻩه‬‫ﺭرﺍا‬ ‫ﻻﮒگ‬ ‫ﻣﺪﯾﺮﯾﺖ‬ ‫ﺑﺮﺍاﯼی‬ ‫ﭘﺬﯾﺮ‬ ‫ﻣﻘﯿﺎﺱس‬ ‫‌ﺣﻠﯽ‬‫ﻩه‬‫ﺭرﺍا‬ ‫ﻓﺎﺭرﺳﯽ‬ ‫ﻣﺘﻮﻥن‬ ‫ﺗﺤﻠﯿﻞ‬ ‫ﺳﺎﻣﺎﻧﻪ‬ :‫‌ﮐﺎﺭر‬‫ﻭو‬‌‫ﺐ‬‫ﮐﺴ‬ ‫‌ﻫﺎﯼی‬‫ﯼی‬‫ﻧﯿﺎﺯزﻣﻨﺪ‬ ‫ﺑﺎ‬ ‫ﭘﺎﺳﺦ‬ ‫ﺩدﺭر‬ ‫ﻣﺎ‬ ‫‌ﺍاﯼی‬‫ﻩه‬‫ﺩدﺍاﺩد‬ ‫‌ﻫﺎﯼی‬‫ﻞ‬‫‌ﺣ‬‫ﻩه‬‫ﺭرﺍا‬ picker.ir recommender.ir helio.ir lifestyler.ir nimbus.ir commentum.ir
  29. 29. 29 ‫ﺳﺎﺯزﻣﺎﻥن‬ ‫ﺩدﺭر‬ ‫ﺩدﺍاﺩدﻩه‬ ‫ﺣﯿﺎﺕت‬ ‫ﭼﺮﺧﻪ‬ ‫ﺩد‬َ‫ﺮ‬ ِ‫ﺧ‬ ‫ﺩدﺍاﺩدﻩه‬ ‫ﺍاﻃﻼﻉع‬ ‫ﺩدﺍاﻧﺶ‬
  30. 30. 30 ‫ﺳﺎﺯزﻣﺎﻥن‬ ‫ﺩدﺭر‬ ‫ﺩدﺍاﺩدﻩه‬ ‫ﺣﯿﺎﺕت‬ ‫ﭼﺮﺧﻪ‬ B2B ‫ﻣﺎ‬ ‫‌ﻫﺎﯼی‬‫ﺲ‬‫ﺳﺮﻭوﯾ‬ ‫ﺩد‬َ‫ﺮ‬ ِ‫ﺧ‬ ‫ﺩدﺍاﺩدﻩه‬ ‫ﺍاﻃﻼﻉع‬ ‫ﺩدﺍاﻧﺶ‬ Value Added Service API Economy ‫ﻣﺎ‬ ‫‌ﻫﺎﯼی‬‫ﺲ‬‫ﺳﺮﻭوﯾ‬‫ﻣﺎ‬ ‫‌ﻫﺎﯼی‬‫ﺲ‬‫ﺳﺮﻭوﯾ‬
  31. 31. 31 ‫ﭘﯿﺸﻨﻬﺎﺩدﺩدﻫﻨﺪﻩه‬ ‫ﺳﺎﻣﺎﻧﻪ‬ User Experience Excellence recommender.ir recommender.ir
  32. 32. ۱۳۹۱ ‫ﺳﺎﻝل‬ ‫ﺩدﺭر‬ ‫ﺳﺎﺯزﯼی‬ ‫ﭘﯿﺎﺩدﻩه‬ ‫ﺍاﻭوﻟﯿﻦ‬ 32 ‫ﻣﻌﺮﻓﯽ‬ - ‫ﭘﯿﺸﻨﻬﺎﺩدﺩدﻫﻨﺪﻩه‬ ‫ﺳﺎﻣﺎﻧﻪ‬ ‫ﺍاﻓﺰﻭوﺩدﻩه‬ ‫ﺍاﺭرﺯزﺵش‬ ‫ﺳﺮﻭوﯾﺲ‬ ‫ﺑﻼﺩدﺭرﻧﮓ‬ ‫ﺍاﺑﺮﯼی‬ (‫)ﺷﺎﺭرﺩدﯾﻨﮓ‬ ‫ﺍاﻓﻘﯽ‬ ‫‌ﭘﺬﯾﺮﯼی‬‫ﺱس‬‫ﻣﻘﯿﺎ‬ (‫ﺭرﯾﻠﯿﺰ‬ ‫ﯾﮏ‬ ‫ﻣﺎﻩه‬ ‫)ﻫﺮ‬ ‫ﺭرﻭوﺯز‬ ‫ﻓﻨﺎﻭوﺭرﯼی‬ ‫ﮐﻤﮏ‬ ‫ﺑﻪ‬ ‫‌ﺩدﺍاﺧﻠﯽ‬‫ﺭر‬‫ﺑﺎﺯزﺍا‬ ‫ﻧﯿﺎﺯز‬ ‫ﭘﺎﺳﺦ‬ (Realtime) (Cloud-based) (VAS) recommender.ir ‫ﺩدﺍاﺩدﻩه‬ ‫‌ﺟﺮﯾﺎﻥن‬‫ﺵش‬‫ﭘﺮﺩدﺍاﺯز‬ ‫‌ﻫﺎﯼی‬‫ﮏ‬‫ﺗﮑﻨﯿ‬ ‫ﻭو‬ ‫ﻣﺎﺷﯿﻦ‬ ‫ﯾﺎﺩدﮔﯿﺮﯼی‬ ‫ﮔﺴﺘﺮﺩدﻩه‬ ‫ﺑﮑﺎﺭرﮔﯿﺮﯼی‬
  33. 33. 33 ‫ﻣﺮﺑﺎ‬ ‫ﺁآﺯزﻣﺎﯾﺶ‬ ‫‌ﺷﻮﺩد؟‬‫ﯽ‬‫ﻣ‬ ‫ﻣﻨﺘﻬﯽ‬ ‫ﺑﯿﺸﺘﺮ‬ ‫ﻓﺮﻭوﺵش‬ ‫ﺑﻪ‬ ‫ﺑﯿﺸﺘﺮ‬ ‫‌ﻫﺎﯼی‬‫ﺏب‬‫ﺍاﻧﺘﺨﺎ‬ ‫ﺁآﯾﺎ‬ recommender.ir
  34. 34. 34 ‫ﻣﺮﺑﺎ‬ ‫ﺁآﺯزﻣﺎﯾﺶ‬ ‫‌ﺷﻮﺩد؟‬‫ﯽ‬‫ﻣ‬ ‫ﻣﻨﺘﻬﯽ‬ ‫ﺑﯿﺸﺘﺮ‬ ‫ﻓﺮﻭوﺵش‬ ‫ﺑﻪ‬ ‫ﺑﯿﺸﺘﺮ‬ ‫‌ﻫﺎﯼی‬‫ﺏب‬‫ﺍاﻧﺘﺨﺎ‬ ‫ﺁآﯾﺎ‬ recommender.ir
  35. 35. 35 ‫ﻣﺮﺑﺎ‬ ‫ﺁآﺯزﻣﺎﯾﺶ‬ ‫‌ﺷﻮﺩد؟‬‫ﯽ‬‫ﻣ‬ ‫ﻣﻨﺘﻬﯽ‬ ‫ﺑﯿﺸﺘﺮ‬ ‫ﻓﺮﻭوﺵش‬ ‫ﺑﻪ‬ ‫ﺑﯿﺸﺘﺮ‬ ‫‌ﻫﺎﯼی‬‫ﺏب‬‫ﺍاﻧﺘﺨﺎ‬ ‫ﺁآﯾﺎ‬ recommender.ir
  36. 36. 36 ‫ﮔﯿﺮﯼی‬ ‫ﺗﺼﻤﯿﻢ‬ ‫ﺩدﺭر‬ ‫ﺍاﺧﺘﻼﻝل‬ = ‫ﺍاﻃﻼﻋﺎﺕت‬ ‫ﺍاﻓﺰﻭوﻧﮕﯽ‬ recommender.ir
  37. 37. 37 ‫ﺑﺰﺭرﮒگ‬ ‫‌ﻫﺎﯼی‬‫ﺖ‬‫ﺳﺎﯾ‬ ‫ﺩدﺭر‬ ‫ﮐﺎﺭرﺑﺮﺍاﻥن‬ ‫‌ﻫﺎﯼی‬‫ﺶ‬‫ﭼﺎﻟ‬ recommender.ir
  38. 38. 38 ‫ﺑﺰﺭرﮒگ‬ ‫‌ﻫﺎﯼی‬‫ﺖ‬‫ﺳﺎﯾ‬ ‫ﺩدﺭر‬ ‫ﮐﺎﺭرﺑﺮﺍاﻥن‬ ‫‌ﻫﺎﯼی‬‫ﺶ‬‫ﭼﺎﻟ‬ recommender.ir
  39. 39. 39 ‫ﮐﺎﺭرﺑﺮ‬ ‫ﺭرﺿﺎﯾﺖ‬ ‫ﺧﺪﻣﺖ‬ ‫ﺩدﺭر‬ ‌‫ﺭر‬‫ﺭرﮐﺎﻣﻨﺪ‬ recommender.ir
  40. 40. 40 ‫ﮐﺎﺭرﺑﺮ‬ ‫ﺭرﺿﺎﯾﺖ‬ ‫ﺧﺪﻣﺖ‬ ‫ﺩدﺭر‬ ‌‫ﺭر‬‫ﺭرﮐﺎﻣﻨﺪ‬ recommender.ir
  41. 41. 41 ‫ﺳﻮﺩدﺁآﻭوﺭرﯼی‬ ‫ﻭو‬ ‫ﮐﺎﺭرﺑﺮ‬ ‫ﺭرﺿﺎﯾﺖ‬ ‫ﺧﺪﻣﺖ‬ ‫ﺩدﺭر‬ ‌‫ﺭر‬‫ﺭرﮐﺎﻣﻨﺪ‬ recommender.ir
  42. 42. 42 ‫ﻣﺪﺭرﻥن‬ ‫‌ﻫﺎﯼی‬‫ﺭر‬‫‌ﮐﺎ‬‫ﻭو‬‌‫ﺐ‬‫ﮐﺴ‬ ‫ﺩدﺭر‬ ‫‌ﻫﺎ‬‫ﺭر‬‫ﺭرﮐﺎﻣﻨﺪ‬ ‫ﻧﻘﺶ‬ recommender.ir
  43. 43. 43 ‫ﻣﺪﺭرﻥن‬ ‫‌ﻫﺎﯼی‬‫ﺭر‬‫‌ﮐﺎ‬‫ﻭو‬‌‫ﺐ‬‫ﮐﺴ‬ ‫ﺩدﺭر‬ ‫‌ﻫﺎ‬‫ﺭر‬‫ﺭرﮐﺎﻣﻨﺪ‬ ‫ﻧﻘﺶ‬ recommender.ir
  44. 44. 44 recommender.ir ‫ﺩدﺭر‬ ‫‌ﻫﺎ‬‫ﻩه‬‫‌ﺩدﺍاﺩد‬‫ﺵش‬‫ﮔﺮﺩد‬ recommender.ir
  45. 45. 45 recommender.ir ‫ﺩدﺭر‬ ‫‌ﻫﺎ‬‫ﻩه‬‫‌ﺩدﺍاﺩد‬‫ﺵش‬‫ﮔﺮﺩد‬ recommender.ir
  46. 46. 46 recommender.ir ‫ﺩدﺭر‬ ‫‌ﻫﺎ‬‫ﻩه‬‫‌ﺩدﺍاﺩد‬‫ﺵش‬‫ﮔﺮﺩد‬ recommender.ir
  47. 47. 47 ‫ﮐﺎﺭرﺑﺮ‬ ‫‌ﻫﺎﯼی‬‫ﺖ‬‫ﻓﻌﺎﻟﯿ‬ ‫ﺣﯿﺎﺕت‬ ‫ﭼﺮﺧﻪ‬ recommender.ir
  48. 48. 48 ‫ﺗﺸﺎﺑﻪ‬ - ‫ﮐﺎﺭرﺑﺮ‬ ‫‌ﻫﺎﯼی‬‫ﺖ‬‫ﻓﻌﺎﻟﯿ‬ ‫ﺣﯿﺎﺕت‬ ‫ﭼﺮﺧﻪ‬ recommender.ir
  49. 49. 49 ‫ﺁآﻳﯾﺘﻢﻫﺎ‬ ‫ﺷﺒﺎﻫﺖ‬ ‫ﻭو‬ ‫ﻣﺤﺒﻮﺑﻴﯿﺖ‬ ‫ﻣﺘﻨﻮﻉع‬ ‫ﻣﺤﺎﺳﺒﺎﺕت‬ ‫ﻣﺤﺒﻮﺑﻴﯿﺖ‬ ‫ﺗﺸﺎﺑﻪ‬ ‫ﺗﺸﺎﺑﻪ‬ - ‫ﮐﺎﺭرﺑﺮ‬ ‫‌ﻫﺎﯼی‬‫ﺖ‬‫ﻓﻌﺎﻟﯿ‬ ‫ﺣﯿﺎﺕت‬ ‫ﭼﺮﺧﻪ‬ recommender.ir
  50. 50. 50 ‫ﻛﮐﺴﺐﻭوﻛﮐﺎﺭر‬ ‫ﺁآﻳﯾﺘﻢﻫﺎﻱﯼیي‬ ‫ﻣﺤﺒﻮﺑﺘﺮﻳﯾﻦ‬ ‫ﺁآﻳﯾﺘﻢﻫﺎ‬ ‫ﺷﺒﺎﻫﺖ‬ ‫ﻭو‬ ‫ﻣﺤﺒﻮﺑﻴﯿﺖ‬ ‫ﻣﺘﻨﻮﻉع‬ ‫ﻣﺤﺎﺳﺒﺎﺕت‬ ‫ﻣﺤﺒﻮﺑﯿﺖ‬ - ‫ﮐﺎﺭرﺑﺮ‬ ‫‌ﻫﺎﯼی‬‫ﺖ‬‫ﻓﻌﺎﻟﯿ‬ ‫ﺣﯿﺎﺕت‬ ‫ﭼﺮﺧﻪ‬ recommender.ir
  51. 51. 51 ‫ﺁآﻳﯾﺘﻢ‬ ‫ﻣﺤﺒﻮﺑﺘﺮﻳﯾﻦ‬ ‫ﻣﻌﻴﯿﻦ‬ ‫ﺍاﻣﻨﻪ‬‫ﺩد‬ ‫ﺩدﺭر‬ ‫ﺁآﻳﯾﺘﻢﻫﺎ‬ ‫ﺷﺒﺎﻫﺖ‬ ‫ﻭو‬ ‫ﻣﺤﺒﻮﺑﻴﯿﺖ‬ ‫ﻣﺘﻨﻮﻉع‬ ‫ﻣﺤﺎﺳﺒﺎﺕت‬ ‫ﻣﺤﺒﻮﺑﯿﺖ‬ - ‫ﮐﺎﺭرﺑﺮ‬ ‫‌ﻫﺎﯼی‬‫ﺖ‬‫ﻓﻌﺎﻟﯿ‬ ‫ﺣﯿﺎﺕت‬ ‫ﭼﺮﺧﻪ‬ recommender.ir
  52. 52. 52 ‫ﮐﺎﺭرﺑﺮ‬ ‫‌ﻫﺎﯼی‬‫ﺖ‬‫ﻓﻌﺎﻟﯿ‬ ‫ﺣﯿﺎﺕت‬ ‫ﭼﺮﺧﻪ‬ recommender.ir
  53. 53. 53 Leverage recommender.ir
  54. 54. 54 Regex recommender.ir
  55. 55. 55 ‫ﺁآﯾﺘﻢ‬ ‫ﺳﻤﺖ‬ ‫ﺑﻪ‬ ‫ﮐﺎﺭرﺑﺮ‬ ‫ﺭرﻓﺘﺎﺭر‬ ‫ﻫﻤﮕﺮﺍاﯾﯽ‬ ‫ﺷﻨﺎﺳﺎﯾﯽ‬ recommender.ir
  56. 56. 56 ‫ﺗﺮﻧﺪ‬ ‫ﺷﻨﺎﺳﺎﯾﯽ‬ recommender.ir
  57. 57. 57 ‫ﻋﻼﻗﻤﻨﺪﯼی‬ ‫ﻋﺪﻡم‬ ‫ﮐﻨﺘﺮﻝل‬ recommender.ir
  58. 58. 58 ‫ﮐﺎﺑﺮ/ﺁآﯾﺘﻢ‬ ‫ﻣﮑﺎﻥن‬ ‫ﺑﺮ‬ ‫ﻣﺒﺘﻨﯽ‬ ‫‌ﻫﺎﯼی‬‫ﺩد‬‫ﭘﯿﺸﻨﻬﺎ‬ recommender.ir
  59. 59. 59 (Cold-Start) ‫ﺳﺮﺩد‬ ‫ﺷﺮﻭوﻉع‬ ‫ﺑﺮ‬ ‫ﻏﻠﺒﻪ‬ recommender.ir
  60. 60. 60 ‫ﻧﺎﺷﻨﺎﺱس‬ ‫ﮐﺎﺭرﺑﺮ‬ ‫ﺳﻦ‬ ‫ﻭو‬ ‫ﺟﻨﺴﯿﺖ‬ ‫ﺷﻨﺎﺳﺎﯾﯽ‬ 25 yo recommender.ir ‫ﭘﺮﺳﻮﻧﺎ‬
  61. 61. 61 ‫ﺍاﺳﻤﺎﯾﻠﯽ‬ ‫ﻭو‬ ‫ﮐﺎﻣﻨﺖ‬ ‫ﺗﺎ‬ ،‫ﺍاﺳﮑﺮﻭوﻝل‬ ‫ﻭو‬ ‫ﮐﻠﯿﮏ‬ ‫ﺍاﺯز‬ recommender.ir
  62. 62. 62 ‫ﺑﺎﻧﮑﯽ‬ ‫‌ﻫﺎﯼی‬‫ﺐ‬‫ﺗﻘﻠ‬ ‫ﮐﺸﻒ‬ ‫ﺳﺎﻣﺎﻧﻪ‬ helio.ir
  63. 63. ۱۳۹۴ ‫ﺳﺎﻝل‬ ‫ﺩدﺭر‬ ‫ﺳﺎﺯزﯼی‬ ‫ﭘﯿﺎﺩدﻩه‬ ‫ﺍاﻭوﻟﯿﻦ‬ 63 ‫ﻣﻌﺮﻓﯽ‬ - ‫ﺑﺎﻧﮑﯽ‬ ‫‌ﻫﺎﯼی‬‫ﺐ‬‫ﺗﻘﻠ‬ ‫ﮐﺸﻒ‬ ‫ﺳﺎﻣﺎﻧﻪ‬ ‫ﺍاﻓﺰﻭوﺩدﻩه‬ ‫ﺍاﺭرﺯزﺵش‬ ‫ﺳﺮﻭوﯾﺲ‬ ‫ﺑﻼﺩدﺭرﻧﮓ‬ ‫ﺍاﺑﺮﯼی‬ (HDFS) ‫ﺍاﻓﻘﯽ‬ ‫‌ﭘﺬﯾﺮﯼی‬‫ﺱس‬‫ﻣﻘﯿﺎ‬ (Realtime) (Cloud-based) (VAS) (Distributed) ‫‌ﺷﺪﻩه‬‫ﻊ‬‫ﺗﻮﺯزﯾ‬ ‫ﺩدﺍاﺩدﻩه‬ ‫‌ﺟﺮﯾﺎﻥن‬‫ﺵش‬‫ﭘﺮﺩدﺍاﺯز‬ ‫‌ﻫﺎﯼی‬‫ﮏ‬‫ﺗﮑﻨﯿ‬ ‫ﻭو‬ (CEP) ‫ﭘﯿﭽﯿﺪﻩه‬ ‫‌ﻫﺎﯼی‬‫ﺩد‬‫ﺭرﻭوﯾﺪﺍا‬ ‌‫ﺮ‬‫ﭘﺮﺩدﺍاﺯزﺷﮕ‬
  64. 64. 64 ‫ﻫﻠﯿﻮ‬ - ‫ﺑﺎﻧﮑﯽ‬ ‫‌ﻫﺎﯼی‬‫ﺐ‬‫ﺗﻘﻠ‬ ‫ﮐﺸﻒ‬ ‫ﺳﺎﻣﺎﻧﻪ‬
  65. 65. 65 ‫ﻫﻠﯿﻮ‬ - ‫ﺑﺎﻧﮑﯽ‬ ‫‌ﻫﺎﯼی‬‫ﺐ‬‫ﺗﻘﻠ‬ ‫ﮐﺸﻒ‬ ‫ﺳﺎﻣﺎﻧﻪ‬
  66. 66. 66 ‫ﻫﻠﯿﻮ‬ - ‫ﺑﺎﻧﮑﯽ‬ ‫‌ﻫﺎﯼی‬‫ﺐ‬‫ﺗﻘﻠ‬ ‫ﮐﺸﻒ‬ ‫ﺳﺎﻣﺎﻧﻪ‬
  67. 67. 67 ‫ﻫﻠﯿﻮ‬ - ‫ﺑﺎﻧﮑﯽ‬ ‫‌ﻫﺎﯼی‬‫ﺐ‬‫ﺗﻘﻠ‬ ‫ﮐﺸﻒ‬ ‫ﺳﺎﻣﺎﻧﻪ‬
  68. 68. 68 ‫ﻫﻠﯿﻮ‬ - ‫ﺑﺎﻧﮑﯽ‬ ‫‌ﻫﺎﯼی‬‫ﺐ‬‫ﺗﻘﻠ‬ ‫ﮐﺸﻒ‬ ‫ﺳﺎﻣﺎﻧﻪ‬
  69. 69. 69 ‫ﻫﻠﯿﻮ‬ - ‫ﺑﺎﻧﮑﯽ‬ ‫‌ﻫﺎﯼی‬‫ﺐ‬‫ﺗﻘﻠ‬ ‫ﮐﺸﻒ‬ ‫ﺳﺎﻣﺎﻧﻪ‬
  70. 70. 70 ‫ﻫﻠﯿﻮ‬ - ‫ﺑﺎﻧﮑﯽ‬ ‫‌ﻫﺎﯼی‬‫ﺐ‬‫ﺗﻘﻠ‬ ‫ﮐﺸﻒ‬ ‫ﺳﺎﻣﺎﻧﻪ‬
  71. 71. 71 ‫ﻣﺎ‬ ‫ﺗﺠﺮﺑﻪ‬ ‫ﺷﻮﺩد‬ ‫ﺗﻌﺮﯾﻒ‬ ‫‌ﮐﺎﺭر‬‫ﻭو‬‌‫ﺐ‬‫ﮐﺴ‬ ‫ﻭو‬ ‫ﺻﻨﻌﺖ‬ ‫ﻭوﺍاﻗﻌﯽ‬ ‫‌ﻫﺎﯼی‬‫ﺯز‬‫ﻧﯿﺎ‬ ‫ﺍاﺳﺎﺱس‬ ‫ﺑﺮ‬ ‫ﭘﺮﻭوﮊژﻩه‬ (SOA) ‫ﯾﺎﺑﺪ‬ ‫ﺗﻮﺳﻌﻪ‬ ‫ﻣﺴﺘﻘﻞ‬ ‫‌ﻫﺎﯼی‬‫ﺲ‬‫ﺳﺮﻭوﯾ‬ ‫ﺻﻮﺭرﺕت‬ ‫ﺑﻪ‬ ‫ﺧﺪﻣﺎﺕت‬ ‫ﻭو‬ ‫ﻓﻨﺎﻭوﺭرﯼی‬ B2B Open Source ‫ﻫﺴﺘﻨﺪ‬ ‫ﮔﺮﯾﺰﺍاﻥن‬ ‫ﺟﻠﺴﻪ‬ ‫ﺍاﺯز‬ ‫ﮐﻪ‬ (‫ﻧﻮﭘﺎ/ﺧﺼﻮﺻﯽ‬ ‫‌ﻫﺎﯼی‬‫ﺭر‬‫‌ﮐﺎ‬‫ﻭو‬‌‫ﺐ‬‫)ﮐﺴ‬ ‫ﭼﺎﺑﮏ‬ ‫‌ﻫﺎﯼی‬‫ﻥن‬‫ﺳﺎﺯزﻣﺎ‬ :‫ﺍاﺳﺖ‬ ‫ﮐﺮﺩدﻩه‬ ‫ﮐﻤﮏ‬ ‫ﻣﺎ‬ ‫ﺑﻪ‬ ‫ﭘﺬﯾﺮ‬ ‫ﺗﮑﺮﺍاﺭر‬ ‫ﺻﻮﺭرﺕت‬ ‫ﺑﻪ‬ ‫ﺯزﯾﺮ‬ ‫ﺗﺠﺮﺑﯿﺎﺕت‬ API Economy
  72. 72. 72 ‫ﺳﭙﺎﺱس‬ linkedin.com/company/recommender-ir twitter.com/recommender_ir instagram.com/recommender_ir telegram.me/recommender recommender.ir/blog info@recommender.ir aparat.com/recommender :‫ﺑﺎﺷﯿﺪ‬ ‫ﺍاﺭرﺗﺒﺎﻁط‬ ‫ﺩدﺭر‬ ‫ﺯزﯾﺮ‬ ‫‌ﻫﺎﯼی‬‫ﻪ‬‫ﺭرﺳﺎﻧ‬ ‫ﻭو‬ ‫ﺍاﺟﺘﻤﺎﻋﯽ‬ ‫‌ﻫﺎﯼی‬‫ﻪ‬‫ﺷﺒﮑ‬ ‫ﺩدﺭر‬ ‫ﻣﺎ‬ ‫ﺑﺎ‬

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