Title :
The Digitization of News Aggregation: Experimental Evidence on Intention to Use and Willingness to Pay for Personalized News Aggregators
Author :
Oechslein, Oliver ; Haim, Mario ; Graefe, Andreas ; Hess, Thomas ; Brosius, Hans-Bernd ; Koslow, Anton
Abstract :
Historically, journalists have manually selected news. This process has been changing dramatically with the development of personalized news aggregators (PNAs), which rely on social recommender systems (SRSs) technology. PNAs provide content geared to the personal preferences of news consumers, and thus offer new business opportunities for news providers. However, little research exists on users´ intention to use PNAs or their willingness to pay (WTP) for such services. We developed PNA prototypes based on hybrid and social recommender systems and tested their performance in an online experiment. While the results showed little difference in users´ intention to use either system, content provided by SRSs was perceived as more accurate. Furthermore, the optimal price point for the social recommender system (€1.68) was 68% higher than the price point for the hybrid recommender system.
Keywords :
consumer behaviour; content management; information retrieval; recommender systems; PNA; SRS technology; automated content aggregation; business opportunities; hybrid recommender system; intention of use; news aggregation digitization; news consumers; news providers; optimal price point; personal preferences; personalized news aggregators; social recommender systems; willingness to pay; Accuracy; Bismuth; Collaboration; Databases; Presence network agents; Prototypes; Recommender systems;
Conference_Titel :
System Sciences (HICSS), 2015 48th Hawaii International Conference on
Conference_Location :
Kauai, HI
DOI :
10.1109/HICSS.2015.501