Recently, social media has emerged as an alternative, viable source to extract large-scale, heterogeneous product features in a time and cost-efficient manner. One of the challenges of utilizing social media data to inform product design decisions is the existence of implicit data such as sarcasm, which accounts for 22.75% of social media data, and can potentially create bias in the predictive models that learn from such data sources. For example, if a customer says "I just love waiting all day while this song downloads," an automated product feature extraction model may incorrectly associate a positive sentiment of "love" to the cell phone's ability to download. While traditional text mining techniques are designed...
Computational creativity is one of the central research topics of Artificial Intel-ligence and Natur...
Item does not contain fulltextWe research the use of sarcasm on Twitter, and show that a computer ha...
The rise in electronic interactions has made information networks ubiquitous. Correspondingly, resea...
The acquisition and mining of product feature data from on-line sources such as customer review webs...
Some of the challenges that designers face in getting broad external input from customers during and...
Artificial intelligence by principle is developed to assist but also support decision making process...
Artificial intelligence by principle is developed to assist but also support decision making process...
The increasing volume of firm-related conversations on social media has made it considerably more di...
Abstract — A major benefit of social media is that you can see the good and bad things people say ab...
People’s opinions are considered as the most powerful source of market research. Popularly, Social M...
International audienceThe emergence and growing of social media allows one con-sumer to communicate ...
We live in an era where large amounts of information, the so-called Big Data, are exploited to find ...
While it is widely recognized that streams of social media messages contain valuable information, su...
Social network has increased surprising consideration in the most recent decade .Social network deal...
Lead users play a vital role in next generation product development, as they help design-ers discove...
Computational creativity is one of the central research topics of Artificial Intel-ligence and Natur...
Item does not contain fulltextWe research the use of sarcasm on Twitter, and show that a computer ha...
The rise in electronic interactions has made information networks ubiquitous. Correspondingly, resea...
The acquisition and mining of product feature data from on-line sources such as customer review webs...
Some of the challenges that designers face in getting broad external input from customers during and...
Artificial intelligence by principle is developed to assist but also support decision making process...
Artificial intelligence by principle is developed to assist but also support decision making process...
The increasing volume of firm-related conversations on social media has made it considerably more di...
Abstract — A major benefit of social media is that you can see the good and bad things people say ab...
People’s opinions are considered as the most powerful source of market research. Popularly, Social M...
International audienceThe emergence and growing of social media allows one con-sumer to communicate ...
We live in an era where large amounts of information, the so-called Big Data, are exploited to find ...
While it is widely recognized that streams of social media messages contain valuable information, su...
Social network has increased surprising consideration in the most recent decade .Social network deal...
Lead users play a vital role in next generation product development, as they help design-ers discove...
Computational creativity is one of the central research topics of Artificial Intel-ligence and Natur...
Item does not contain fulltextWe research the use of sarcasm on Twitter, and show that a computer ha...
The rise in electronic interactions has made information networks ubiquitous. Correspondingly, resea...