Text Item(s) Recommendation Task

A Text Item(s) Recommendation Task is an content item recommendation task that recommends content items.

• Context:
  • It can be solved by a Text Item Recommendation System.
  • It can range from being a Short Text-Item Recommendation Task to being a Long Text-Item Recommendation Task.
• Example(s):
  • a Book Recommendation Task.
  • a Webpage Recommendation Task (e.g. by Stumbleupon).
  • a Post Recommendation Task, such as a Tweet Recommendation, Facebook Post Recommendation, LinkedIn Post Recommendation.
  • a News Article Recommendation Task.
  • …
• Counter-Example(s):
  • Movie Recommendation.
  • Product Recommendation.
• See: Personalization.

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References

2007

• (Liang et al., 2007) ⇒ Ting-Peng Liang, Hung-Jen Lai, and Yi-Cheng Ku. (2007). “Personalized Content Recommendation and User Satisfaction: Theoretical Synthesis and Empirical Findings.” In: Journal of Management Information Systems, 23(3). doi:10.2753/MIS0742-1222230303
  • QUOTE: Personalized services are increasingly popular in the Internet world. This study identifies theories related to the use of personalized content services and their effect on user satisfaction.

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