Event-complementing Online Human Life Summarization based on Social Latent Semantic Analysis

Klimis S. Ntalianis, Anastasios D. Doulamis

Abstract

In this paper, online human life summarization is performed, based on multimedia content, published on social media. The life summaries are also automatically annotated with events, persons, places etc. Towards this direction, initially a content preparation module is activated that includes an intelligent wrapper. The content preparation module scans social networks, extracts their pages and segments them into tokens, in an unsupervised way. Next multimedia content is kept and it is associated to its respective metadata. In the following step, a novel ranking mechanism puts multimedia content in order of importance based on usercontent interactions. Finally the event-complementing summarization module produces a meaningful annotated video clip, based on a spectral visual clustering technique and the innovative Social Latent Semantic Analysis algorithm. Experimental results illustrate the promising performance of the proposed architecture and set some foundations for future research.

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Paper Citation


in Harvard Style

Ntalianis K. and Doulamis A. (2015). Event-complementing Online Human Life Summarization based on Social Latent Semantic Analysis . In Proceedings of the 10th International Conference on Computer Vision Theory and Applications - Volume 2: MMS-ER3D, (VISIGRAPP 2015) ISBN 978-989-758-090-1, pages 611-622. DOI: 10.5220/0005456506110622


in Bibtex Style

@conference{mms-er3d15,
author={Klimis S. Ntalianis and Anastasios D. Doulamis},
title={Event-complementing Online Human Life Summarization based on Social Latent Semantic Analysis},
booktitle={Proceedings of the 10th International Conference on Computer Vision Theory and Applications - Volume 2: MMS-ER3D, (VISIGRAPP 2015)},
year={2015},
pages={611-622},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0005456506110622},
isbn={978-989-758-090-1},
}


in EndNote Style

TY - CONF
JO - Proceedings of the 10th International Conference on Computer Vision Theory and Applications - Volume 2: MMS-ER3D, (VISIGRAPP 2015)
TI - Event-complementing Online Human Life Summarization based on Social Latent Semantic Analysis
SN - 978-989-758-090-1
AU - Ntalianis K.
AU - Doulamis A.
PY - 2015
SP - 611
EP - 622
DO - 10.5220/0005456506110622