I found these 2 indian traditional hair care ingredients are very effective:
Shikakai Powder
     
Shikakai Powder
- Natural astringent for hair enhancing its binding properties
 - Clears dandruff 
 - Cleans the dirt accumulated on the scalp
 - Natural conditioner for hair
 - Strengthens hair roots 
 - Promotes luxuriant growth
 
Amla oil
- Natural astringent and skin toner
 - Promote luxuriant hair
 - Controls hair loss 
 - Stimulates hair roots and promote hair growth
 - Prevents scalp infection 
 - Controls premature graying of hair
 
If you have the same problem like I do, maybe this can help you:
- Mixed Shikakai powder,  Amla oil and water into paste. 
 - Wet the hair, put the paste onto scalp & hair. Gently massage with finger in circulation motion.
 - Leave it for 20 minutes and rinse the hair properly. 
 - Wash hair with shampoo.