Abstract
Social media, in the recent years, has become the main source of information regarding society’s feedback on events that shape the everyday life. The social web is where journalists look to find how people respond to the news they read but is also the place where politicians and political analysts would look to find how societies feel about political decisions, politicians, events and policies that are announced. This work reports on the design and evaluation of a search and retrieval interface for socially enriched web archives. The considerations on the end user requirements regarding the social content are presented as well as the approach on the design and testing using a large collection of web documents.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
References
Schefbeck, G., Spiliotopoulos, D., Risse, T.: The Recent Challenge in Web Archiving: Archiving the Social Web. In: Int. Council on Archives Congress, Brisbane, Australia, August 20-24 (2012)
Anderson, R.E.: Social impacts of computing: Codes of professional ethics. Social Science Computing Review 10(2), 453–469 (1992)
Golberg, J., Wasser, M.: SocialBrowsing: Integrating social networks and web browsing. In: Proc. CHI 2007, San Jose, USA, April 28–May 3 (2007)
Musial, K., Kazienko, P.: Social Networks on the Internet. World Wide Web 16, 31–72 (2013)
Torre, L.: Adaptive systems in the era of the semantic and social web, a survey. User Model. User-Adapt. Interact. 19(5), 433–486 (2009)
Denev, D., Mazeika, A., Spaniol, M., Weikum, G.: The SHARC framework for data quality in Web archiving. VLDB 20(2), 183–207 (2011)
You, G., Park, J., Huang, S., Nie, Z., Wen, J.-R.: SocialSearch+: enriching social network with web evidences. World Wide Web (2013)
Godbole, N., Srinivasaiah, M., Skiena, S.: Large-scale sentiment analysis for news and blogs. In: Proceedings of the International Conference in Weblogs and Social Media (2007)
Ruiz-Martinez, J.M., Valencia-Garcia, R., Garcia-Sanchez, F.: Semantic-Based Sentiment analysis in financial news. In: Proc. 1st Int. Workshop on Finance and Economics on the Semantic Web (FEOSW 2012) in conjunction with 9th Extended Semantic Web Conference (ESWC 2012), Heraklion, Greece, May 27-28 (2012)
Kumar, A., Sebastian, T.M.: Sentiment Analysis: A Perspective on its Past, Present and Future. IJISA 4(10), 1–14 (2012)
Baldoni, M., Baroglio, C., Patti, V., Rena, P.: From tags to emotions: Ontology-driven sentiment analysis in the social semantic web. Intelligenza Artificiale 6(1), 41–54 (2012)
Zhang, X., Hu, B., Chen, J., Moore, P.: Ontology-based context modeling for emotion recognition in an intelligent web. World Wide Web (2013)
Saif, H., He, Y., Alani, H.: Semantic Sentiment analysis of Twitter. In: Cudré-Mauroux, P., et al. (eds.) ISWC 2012, Part I. LNCS, vol. 7649, pp. 508–524. Springer, Heidelberg (2012)
Mukherjee, S., Malu, A., Balamuralli, A.R., Bhattacharyya, P.: TwiSent: A Multistage System for Analyzing Sentiment in Twitter. In: Proc. 21st ACM Int. Conf. on Information and Knowledge Management (CIKM 2012), Maui, USA, October 29–November 02, pp. 2531–2534 (2012)
Petz, G., Karpowicz, M., Fürschuß, H., Auinger, A., Winkler, S.M., Schaller, S., Holzinger, A.: On text preprocessing for opinion mining outside of laboratory environments. In: Huang, R., Ghorbani, A.A., Pasi, G., Yamaguchi, T., Yen, N.Y., Jin, B. (eds.) AMT 2012. LNCS, vol. 7669, pp. 618–629. Springer, Heidelberg (2012)
Lesk, M.: Understanding Digital Libraries. Morgan Kaufmann (2004)
Hearst, M., English, J., Sinha, R., Swearingen, K., Yee, P.: Finding the Flow in Web Site Search. Communications of the ACM 45(9), 42–49 (2002)
Guha, R., McCool, R., Miller, E.: Semantic Search. In: Proc. 12th Int. Conf. on World Wide Web, pp. 700–709 (2003)
Wang, H., Zhang, K., Liu, Q., Tran, T., Yu, Y.: Q2Semantic: A lightweight keyword interface to semantic search. In: Bechhofer, S., Hauswirth, M., Hoffmann, J., Koubarakis, M. (eds.) ESWC 2008. LNCS, vol. 5021, pp. 584–598. Springer, Heidelberg (2008)
Lei, Y., Uren, V.S., Motta, E.: SemSearch: A Search Engine for the Semantic Web. In: Staab, S., Svátek, V. (eds.) EKAW 2006. LNCS (LNAI), vol. 4248, pp. 238–245. Springer, Heidelberg (2006)
Makela, E., Hyvonen, E., Sidoroff, T.: View-Based User Interfaces for Information Retrieval on the Semantic Web. In: Proc. ISWC-2005 Workshop on End User Semantic Web Interaction (November 2005)
Ziang, J., Marchionini, G.: Evaluation and Evolution of a Browse and Search Interface: Relation Browser++. In: Proc. Conf. on Digital Government Research, pp. 179–188 (2005)
Nedbal, D., Auinger, A., Hochmeier, A., Holzinger, A.: A Systematic Success Factor Analysis in the Context of Enterprise 2.0: Results of an Exploratory Analysis Comprising Digital Immigrants and Digital Natives. In: Huemer, C., Lops, P. (eds.) EC-Web 2012. LNBIP, vol. 123, pp. 163–175. Springer, Heidelberg (2012)
Calero Valdez, A., Schaar, A.K., Ziefle, M., Holzinger, A., Jeschke, S., Brecher, C.: Using mixed node publication network graphs for analyzing success in interdisciplinary teams. In: Huang, R., Ghorbani, A.A., Pasi, G., Yamaguchi, T., Yen, N.Y., Jin, B. (eds.) AMT 2012. LNCS, vol. 7669, pp. 606–617. Springer, Heidelberg (2012)
Teevan, J., Alvarado, C., Ackerman, M.S., Karger, D.: The perfect search engine is not enough: a study of orienteering behavior in directed search. In: Proc. SIGCHI Conf. on Human Factors in Computing Systems (CHI 2004), pp. 415–422 (2004)
Chen, Z., Lin, F., Liu, H., Liu, Y., Wenyin, L., Ma, W.: User Intention Modeling in Web Applications Using Data Mining. World Wide Web: Internet and Web Information Systems 5, 181–191 (2002)
Taksa, I., Spink, A.H., Goldberg, R.R.: A task-oriented approach to search engine usability studies. Journal of Software 3(1), 63–73 (2008)
Holzinger, A.: Usability engineering methods for software developers. Communications of the ACM 48, 71–74 (2005)
ARCOMEM: Archive Communities Memories. FP7-ICT-270239, www.arcomem.eu
Faheem, M.: Intelligent crawling of Web applications for Web archiving. In: Proc. PhD Symposium of WWW, Lyon, France (April 2012)
Gouriten, G., Senellart, P.: API Blender: A Uniform Interface to Social Platform APIs. In: Proc. Developer Track of WWW, Lyon, France (April 2012)
WARC File Format specifications, http://archive-access.sourceforge.net/warc/
Europeana Cultural Collections Archive Portal, http://www.europeana.eu/portal/
Spiliotopoulos, D., Tzoannos, E., Stavropoulou, P., Kouroupetroglou, G., Pino, A.: Designing user interfaces for social media driven digital preservation and information retrieval. In: Miesenberger, K., Karshmer, A., Penaz, P., Zagler, W. (eds.) ICCHP 2012, Part I. LNCS, vol. 7382, pp. 581–584. Springer, Heidelberg (2012)
Diakopoulos, N., De Choudhury, M., Naaman, M.: Finding and assessing social media information sources in the context of journalism. In: Proc. 2012 ACM Annual Conf. Human Factors in Computing Systems (CHI-2012) (2012)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2013 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Spiliotopoulos, D., Tzoannos, E., Cabulea, C., Frey, D. (2013). Digital Archives: Semantic Search and Retrieval. In: Holzinger, A., Pasi, G. (eds) Human-Computer Interaction and Knowledge Discovery in Complex, Unstructured, Big Data. HCI-KDD 2013. Lecture Notes in Computer Science, vol 7947. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-39146-0_16
Download citation
DOI: https://doi.org/10.1007/978-3-642-39146-0_16
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-39145-3
Online ISBN: 978-3-642-39146-0
eBook Packages: Computer ScienceComputer Science (R0)