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Article
Publication date: 18 October 2024

Toine Bogers, Maria Gäde, Marijn Koolen, Vivien Petras and Mette Skov

In this paper, we introduce the CRISPS (CRoss-domaIn relevance aSPects Scheme) coding scheme for complex information needs in the four leisure domains of books, games, movies and…

Abstract

Purpose

In this paper, we introduce the CRISPS (CRoss-domaIn relevance aSPects Scheme) coding scheme for complex information needs in the four leisure domains of books, games, movies and music. It categorizes the relevance aspects people consider when searching for these resources. The coding scheme and findings help search engines to better support complex information needs, both by prioritizing which aspects are easier to classify automatically and by determining which information sources should be considered.

Design/methodology/approach

A cross-domain classification scheme for relevance aspects and information needs in casual leisure domains (CRISPS) is developed and applied. The paper provides the documentation of the scheme development and annotation process as well as a detailed, large-scale analysis of 2000 requests (500 per domain) and relevance aspects for four domains as expressed in complex search requests in everyday life information seeking posted to online forums.

Findings

We identify and discuss relevance aspect frequencies, information need types and the described search process of the requests. Furthermore, the coding scheme development and the annotation process are documented and reflected on.

Originality/value

This is the first categorization and analysis of complex information needs in these four leisure domains combined. The coding scheme and findings can be used to develop new types of search interfaces that incorporate the kinds of relevance aspects identified in the scheme, allowing to express complex needs in the form of structured queries.

Details

Journal of Documentation, vol. ahead-of-print no. ahead-of-print
Type: Research Article
ISSN: 0022-0418

Keywords

Article
Publication date: 9 January 2017

Muhammad Usman and Wim Vanhaverbeke

Open innovation in start-ups is a relatively unexplored field and studies focusing on collaborative innovation between start-ups with large companies seen from the former’s point…

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Abstract

Purpose

Open innovation in start-ups is a relatively unexplored field and studies focusing on collaborative innovation between start-ups with large companies seen from the former’s point of view are virtually inexistent. The authors address this gap in an exploratory study built on in-depth case studies. The purpose of this paper is to illustrate how start-ups successfully organize and manage open innovation with large companies. The paper highlights common challenges and barriers faced by start-ups in adopting open innovation practices along with its benefits for them.

Design/methodology/approach

This is an exploratory study based on two case studies. The cases are diligently selected to examine two key forms of open innovation – inbound and outbound open innovation – in start-ups.

Findings

The paper provides an insight on how start-ups organize and manage open innovation activities with large companies and how it benefits them in overcoming liability of newness and smallness. The practices significantly differ from those followed in large companies. The paper highlights the advantages and challenges of inbound and outbound open innovation for start-ups. This paper also ascertains the crucial role of start-up manager for successful implementation of open innovation and shows how start-up’s managers with prior experience of working in/with a large company can proficiently deal with the larger counterpart in the innovation network.

Research limitations/implications

This research is based on exploratory case studies so the conclusions drawn from these two cases may be hard to generalize. The findings of the study could be used for further development of the theoretical framework. Future research, including quantitative studies, will be helpful in examining the conclusions and providing more in-depth understanding of open innovation in start-ups.

Practical implications

The paper includes several practical implications for the managers including the role start-up managers play in organizing and managing open innovation activities. Furthermore, this paper suggests how start-ups could orchestrate open innovation ecosystem.

Originality/value

The paper is a step forward in filling the literature gap about open innovation and start-ups with some definite implications for start-up managers. A lot is written about the collaboration between large firms and start-ups from a former’s point of view but the start-up’s perspective has been left unexplored.

Details

European Journal of Innovation Management, vol. 20 no. 1
Type: Research Article
ISSN: 1460-1060

Keywords

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