TY - GEN
T1 - Summaries on the fly
T2 - 13th International Conference on Web Engineering, ICWE 2013
AU - Fetahu, Besnik
AU - Pereira Nunes, Bernardo
AU - Dietze, Stefan
PY - 2013
Y1 - 2013
N2 - A large part of Web resources consists of unstructured textual content. Processing and retrieving relevant content for a particular information need is challenging for both machines and humans. While information retrieval techniques provide methods for detecting suitable resources for a particular query, information extraction techniques enable the extraction of structured data and text summarization allows the detection of important sentences. However, these techniques usually do not consider particular user interests and information needs. In this paper, we present a novel method to automatically generate structured summaries from user queries that uses POS patterns to identify relevant statements and entities in a certain context. Finally, we evaluate our work using the publicly available New York Times corpus, which shows the applicability of our method and the advantages over previous works.
AB - A large part of Web resources consists of unstructured textual content. Processing and retrieving relevant content for a particular information need is challenging for both machines and humans. While information retrieval techniques provide methods for detecting suitable resources for a particular query, information extraction techniques enable the extraction of structured data and text summarization allows the detection of important sentences. However, these techniques usually do not consider particular user interests and information needs. In this paper, we present a novel method to automatically generate structured summaries from user queries that uses POS patterns to identify relevant statements and entities in a certain context. Finally, we evaluate our work using the publicly available New York Times corpus, which shows the applicability of our method and the advantages over previous works.
KW - POS pattern analysis
KW - entity recognition
KW - knowledge extraction
KW - query-based summaries
KW - text summarization
UR - http://www.scopus.com/inward/record.url?scp=84880901362&partnerID=8YFLogxK
U2 - 10.1007/978-3-642-39200-9_22
DO - 10.1007/978-3-642-39200-9_22
M3 - Conference contribution
SN - 9783642391996
T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
SP - 249
EP - 264
BT - Web Engineering - 13th International Conference, ICWE 2013, Proceedings
Y2 - 8 July 2013 through 12 July 2013
ER -