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This paper presents a holistic analysis of the design of topic transition in spontaneous conversation by combining qualitative analysis, instrumental prosody, and statistical modeling.
These two steps helped to inform the design of topic guides and questionnaires used in 12 focus group discussions (FGDs) and three key informant interviews (KIIs) conducted with young people aged 15 24 in three communities in Ntcheu District, Malawi.
This analysis is of major pragmatic interest as it allows a better understanding of notions such as navigability among topics, hierarchical structure and topic cohesiveness, which are of great importance in the design of topic ontologies.
In addition, a Patient Advisory Group of four people with epilepsy from the South Asian community, who were not themselves participants in the study, met with researchers to discuss the design of topic guides, interviewing strategies, preliminary findings and emerging data.
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Finally, we extend the application of our techniques in the design of topic-focused crawlers, which can be considered an alternative personalized search.
RW and AH contributed to the design of the topic, interpretation of findings and writing of the paper.
DK, RC and AH contributed to the design of the topic, interpretation of findings and writing of the paper.
BB, KG, MG, SJ, BT, RR, RT, AP, KC, NS and JM contributed to the design of the topic guides.
Flexibility was taken into account design of training topics and methods in meeting the local needs.
We consulted consumer representatives on the design of the study, topic guide, study procedures, analysis and emerging findings.
Five of the panel members indicated that they would like to see the development of design and topic specific criteria.
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