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In this section, we exploit a keyword-based representation of spoken contents to create connections between segments resulting from the topic segmentation step or between a segment and related textual resources on the Web.
Segments resulting from topic segmentation are presented as a table of contents for the show with links to the corresponding portions of the video and a few characteristic keywords to provide an overview of each topic addressed.
Given a document (e.g., a segment resulting from topic segmentation), keywords are classically selected based on the modified tf-idf weight given by (5), keeping a few words with the highest tf-idf weights as keywords.
On Cluster definition and population: Qiang Lu, Jack G. Conrad, Khalid Al-Kofahi, William Keenan, "Legal Document Clustering with Build-in Topic Segmentation," In Proceedings of the 2011 ACM-CIKM Twentieth International Conference on Information and Knowledge Management (CIKM 2011)(Glasgow, Scotland), ACM Press, pp. 383-392, 2011.
Hence, progress is still required in the topic segmentation domain.
Moreover, only linear topic segmentation has been considered so far.
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SETS: Search Enhanced by Topic-Segmentation, Mayank Bawa, Gurmeet S Manku and Prabhakar Raghavan In SIGIR, 2003.
Topical segmentation breaks a document into passages that are mostly about a single topic and so that adjacent passages have different topics.
Finally, a conclusion of this work and outlook on future topics in segmentation-level iris fusion is given in Section 5.
The pertaining table in the Market Segmentation topic illustrates this.
Although a large quantity of past and ongoing dedicated research on this topic exists, vessel segmentation remains a challenging task because of intensity inhomogeneity and weak boundary contrast of the vessels.
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