Seeking Serendipity: A Living Lab Approach to Understanding Creative Retrieval in Broadcast Media Production

摘要

This paper presents a method to map user needs and integrate serendipitous search behaviors in search algorithm development: the living lab approach. This user-centered design approach involves technology users during technology development to catch unexpected insights and successfully innovate. This paper focuses on the preliminary findings of a living lab case study to answer the question how this methodology reveals fine-grained information about users' serendipitous search behaviors. The case study involves a specific user group, media professionals who work in broadcast television and use audiovisual archives to create audiovisual content, during the development of new search algorithms for a large audiovisual archive. Research insights are based on data gathered during one co-design workshop, and ten in-depth semi-structured interviews with media professionals. Findings stipulate that these users balance socio-technical constraints and affordances during creative retrieval to (1) find exactly what is sought; and (2) increase the possibility of serendipitous, unforeseen search results. We conclude that modeling these search processes in terms of improvising with constraints and affordances enables an effective articulation and channeling of user-technology interaction insights into new technology development. The paper suggests next steps in the living lab approach to further understand serendipitous search and creative retrieval processes.