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LABORATORY FOR ARTIFICIAL INTELLIGENCE IN DESIGN

LIMITED (AiDLab) PROJECTS

Big data analytics for product and service design

: RP2-1
:
  1. To extract latent customer needs and product/service features based on online reviews
  2. To model the relationships between customer preferences and product/service attributes
  3. To establish the relationships between the facial expression and body gestures of customers and their satisfaction on products/services
  4. To develop an intelligent system for product and service design
:
  1. Converting speeches into texts and conducting of sentiment analysis
  2. Extraction of latent customer needs and product/service features based on online reviews
  3. Determination of the importance of customer needs and product/service features
  4. Dynamic analysis of customer preferences on product/service attributes
  5. Modeling of the relationships between customer preferences and product/service attributes
  6. Preparation of data sets of customers’ facial expression and body gestures
  7. Modeling of the relationships between the facial expression and body gestures of customers and their satisfaction on products/services
  8. Determination of the optimal setting of design attributes of a new product/service
  9. Development a prototype intelligent system for product and service design
  10. Conducting of case studies for evaluating the effectiveness of the intelligent system
: https://www.aidlab.hk/en/
: https://www.linkedin.com/company/aidlabhk?trk=public_post_share-update_actor-image

A cyber physical system for sustainable design by using evolutionary algorithms for eco-innovation

: RP2-2
:
  1. To define and analyze the targets and selection criteria of eco-innovation idea
  2. To structure the framework and workflow of the proposed system
  3. To formulate the screening and selection process of optimal solution in the system
:
  1. Determination and analysis of the targets and attributes of optimal eco-innovation ideas
  2. Determination of the importance of optimal eco-innovation targets and attributes
  3. Construction of framework and workflow of the cyber physical system
  4. Development of a prototype using IoT device and related smart service to analyze the eco-innovative and practical design solutions and GA to find the optimal solution considering both environmental and economic aspects
: https://www.aidlab.hk/en/research/innovation-product-and-service-design#r7
: https://www.linkedin.com/company/aidlabhk/posts/?feedView=all
 
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