Diversity, serendipity, novelty, and coverage: a survey and empirical analysis of beyond-accuracy objectives in recommender systems

M Kaminskas, D Bridge - ACM Transactions on Interactive Intelligent …, 2016 - dl.acm.org
What makes a good recommendation or good list of recommendations? Research into
recommender systems has traditionally focused on accuracy, in particular how closely the …

An investigation on the serendipity problem in recommender systems

M De Gemmis, P Lops, G Semeraro, C Musto - Information Processing & …, 2015 - Elsevier
Recommender systems are filters which suggest items or information that might be
interesting to users. These systems analyze the past behavior of a user, build her profile that …

Introducing serendipity in a content-based recommender system

L Iaquinta, M De Gemmis, P Lops… - … conference on hybrid …, 2008 - ieeexplore.ieee.org
Today recommenders are commonly used with various purposes, especially dealing with e-
commerce and information filtering tools. Content-based recommenders rely on the concept …

Investigation of information encountering in the controlled research environment

S Erdelez - Information processing & management, 2004 - Elsevier
Experimental research of opportunistic acquisition of information (OAI) is difficult to design
due to the overall opacity of OAI to both the information users and to the researchers …

Towards a definition of serendipity in information behaviour.

NK Agarwal - Information research: an international electronic journal, 2015 - ERIC
Introduction: Serendipitous or accidental discovery of information has often been neglected
in information behaviour models, which tend to focus on information seeking, a more goal …

“Making my own luck”: Serendipity strategies and how to support them in digital information environments

S Makri, A Blandford, M Woods… - Journal of the …, 2014 - Wiley Online Library
Serendipity occurs when unexpected circumstances and an “aha” moment of insight result in
a valuable, unanticipated outcome. Designing digital information environments to support …

Discovery is never by chance: designing for (un) serendipity

P André, MC Schraefel, J Teevan… - Proceedings of the …, 2009 - dl.acm.org
Serendipity has a long tradition in the history of science as having played a key role in many
significant discoveries. Computer scientists, valuing the role of serendipity in discovery, have …

Psychological factors behind incidental information acquisition

J Heinström - Library & Information Science Research, 2006 - Elsevier
This paper discusses incidental information acquisition in the light of psychological aspects.
A theoretical introduction is followed by an account of three research projects where …

Serendipity and its study

A Edward Foster, D Ellis - Journal of Documentation, 2014 - emerald.com
Purpose–The purpose of this paper is to explore the concept of serendipity and approaches
to its study particularly in relation to information studies. Design/methodology/approach–The …

[KNIHA][B] Accidental information discovery: Cultivating serendipity in the digital age

TM Race, S Makri - 2016 - books.google.com
Accidental Information Discovery: Cultivating Serendipity in the Digital Age provides readers
with an interesting discussion on the ways serendipity—defined as the accidental discovery …