Summarization Systems


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Summarization


Extraction Based Automatic Text Summarization System with HMM Tagger S Manne, Z Shaik Mohd… – Proceedings of the …, 2012 – Springer A rough estimation of world’s famous search engine Google in year 2010 revealed that the  total size of internet has now turned to 2 petabytes. The increase in the performance and fast  accessing of web resources has made a new challenge of browsing among huge data on … Related articles – All 2 versions

NLVS: a near-lossless video summarization system LX Tang, T Mei… – Proceedings of the 17th ACM international …, 2009 – dl.acm.org Abstract This video demonstration presents a new system for video summarization,  called“Near-Lossless Video Summarization”(NLVS) to tackle with the challenges of storage  and indexing brought by the current boom of videos for existing online video services. … Cited by 2 – Related articles

[PDF] The icsi/utd summarization system at tac 2009 [PDF] from psu.edu D Gillick, B Favre, D Hakkani-Tur, B Bohnet… – Proc. of the Text …, 2009 – Citeseer Abstract We describe improvements to our 2008 system that result in a top-performing  summarization system. The motivating ideas are (1) improve sentence boundary detection to  avoid damaging errors in preprocessing;(2) prune sentences that are unlikely to work well … Cited by 17 – Related articles – View as HTML – All 8 versions

[PDF] The pythy summarization system: Microsoft research at duc 2007 [PDF] from umd.edu K Toutanova, C Brockett, M Gamon… – Proc. of …, 2007 – umiacs.umd.edu Abstract PYTHY is a trainable extractive summarization engine that learns a log-linear  sentence ranking model by maximizing three metrics of sentence goodness: two of the  metrics are based on ROUGE scores against model summaries and one is based on … Cited by 44 – Related articles – View as HTML – All 11 versions

Summarization system evaluation revisited: N-gram graphs [PDF] from psu.edu G Giannakopoulos, V Karkaletsis… – ACM Trans. Speech …, 2008 – dl.acm.org This article presents a novel automatic method (AutoSummENG) for the evaluation of  summarization systems, based on comparing the character n-gram graphs representation of  the extracted summaries and a number of model summaries. The presented approach is … Cited by 37 – Related articles – All 12 versions

Ranking human and machine summarization systems [PDF] from aclweb.org P Rankel, JM Conroy, EV Slud… – Proceedings of the …, 2011 – dl.acm.org Abstract The Text Analysis Conference (TAC) ranks summarization systems by their average  score over a collection of document sets. We investigate the statistical appropriateness of  this score and propose an alternative that better distinguishes between human and … Related articles – All 8 versions

Quantifying the limits and success of extractive summarization systems across domains [PDF] from aclweb.org H Ceylan, R Mihalcea, U Özertem… – … : The 2010 Annual …, 2010 – dl.acm.org Abstract This paper analyzes the topic identification stage of single-document automatic text  summarization across four different domains, consisting of newswire, literary, scientific and  legal documents. We present a study that explores the summary space of each domain via … Cited by 4 – Related articles – All 11 versions

[HTML] Evaluation of a gene information summarization system by users during the analysis process of microarray datasets [HTML] from biomedcentral.com J Yang, A Cohen… – BMC bioinformatics, 2009 – biomedcentral.com Background Summarization of gene information in the literature has the potential to help  genomics researchers translate basic research into clinical benefits. Gene expression  microarrays have been used to study biomarkers for disease and discover novel types of … Cited by 4 – Related articles – Cached – All 12 versions

Non-expert evaluation of summarization systems is risky [PDF] from aclweb.org D Gillick… – Proceedings of the NAACL HLT 2010 Workshop on …, 2010 – dl.acm.org Abstract We provide evidence that intrinsic evaluation of summaries using Amazon’s  Mechanical Turk is quite difficult. Experiments mirroring evaluation at the Text Analysis  Conference’s summarization track show that non-expert judges are not able to recover … Cited by 12 – Related articles – All 8 versions

Towards building a competitive opinion summarization system: challenges and keys [PDF] from aclweb.org E Lloret, A Balahur, M Palomar… – Proceedings of Human …, 2009 – dl.acm.org Abstract This paper presents an overview of our participation in the TAC 2008 Opinion Pilot  Summarization task, as well as the proposed and evaluated post-competition improvements.  We first describe our opinion summarization system and the results obtained. Further on, … Cited by 7 – Related articles – All 15 versions

TEXT2TABLE: medical text summarization system based on named entity recognition and modality identification [PDF] from aclweb.org E Aramaki, Y Miura, M Tonoike… – Proceedings of the …, 2009 – dl.acm.org Abstract With the rapidly growing use of electronic health records, the possibility of large- scale clinical information extraction has drawn much attention. It is not, however, easy to  extract information because these reports are written in natural language. To address this … Cited by 11 – Related articles – All 19 versions

[PDF] SensCare: Semi-Automatic Activity Summarization System for Elderly Care [PDF] from cmu.edu P Wu, HK Peng, J Zhu… – International Conference on …, 2011 – mlt.sv.cmu.edu Abstract. The fast growing mobile sensor technology makes sensorbased lifelogging system  attractive to the remote elderly care. However, existing lifelogging systems are weak at  generating meaningful activity summaries from heterogeneous sensor data which … Cited by 1 – Related articles – View as HTML – All 2 versions

[CITATION] A comprehensive survey on text summarization systems S Gholamrezazadeh, MA Salehi… – … Science and its …, 2009 – ieeexplore.ieee.org Abstract Text summarization systems are among the most attractive research areas  nowadays. Summarization systems offers the possibility of finding the main points of texts  and so the user will spend less time on reading the whole document. Different types of … Cited by 2 – Related articles

[PDF] An automatic multimedia content summarization system for video recommendation [PDF] from ifets.info JC Yang, YT Huang, CC Tsai, CI Chung… – Educational Technology & …, 2009 – ifets.info ABSTRACT In recent years, using video as a learning resource has received a lot of  attention and has been successfully applied to many learning activities. In comparison with  text-based learning, video learning integrates more multimedia resources, which usually … Cited by 7 – Related articles – View as HTML – All 11 versions

[PDF] The ICSI summarization system at TAC 2008 [PDF] from berkeley.edu D Gillick, B Favre… – Proceedings of the Text …, 2008 – icsi.berkeley.edu Abstract The ICSI multi-document summarization system relies on a general framework that  casts summarization as a global optimization problem with an integer linear programming  solution. Our primary submission, a simple sentence extractor with an n-gram frequency … Cited by 14 – Related articles – View as HTML – All 10 versions

A gradual combination of features for building automatic summarisation systems E Lloret… – Text, Speech and Dialogue, 2009 – Springer This paper presents a Text Summarisation approach, which combines three different  features (Word frequency, Textual Entailment, and The Code Quantity Principle) in order to  produce extracts from newswire documents in English. Experiments shown that the … Cited by 10 – Related articles – All 3 versions

Automatic summarization system coupled with a question-answering system (qaas) [PDF] from arxiv.org JM Torres-Moreno, PL St-Onge, M Gagnon… – Arxiv preprint arXiv: …, 2009 – arxiv.org Abstract: To select the most relevant sentences of a document, it uses an optimal decision  algorithm that combines several metrics. The metrics processes, weighting and extract  pertinence sentences by statistical and informational algorithms. This technique might … Cited by 9 – Related articles – All 4 versions

Design and development of a concept-based multi-document summarization system for research abstracts [PDF] from psu.edu S Ou, CSG Khoo… – Journal of information science, 2008 – jis.sagepub.com Abstract This paper describes a new concept-based multi-document summarization system  that employs discourse parsing, information extraction and information integration.  Dissertation abstracts in the field of sociology were selected as sample documents for this … Cited by 15 – Related articles – BL Direct – All 10 versions

Combining a Multi-document Summarization System with a Genetic Algorithm [PDF] from inria.fr A Bossard, C Rodrigues – 2011 – hal.inria.fr Résumé: In this paper, we present a combination of a multi-document summarization system  with a genetic algorithm. We first introduce a novel approach for automatic summarization.  CBSEAS, the system which implements this approach, integrates a new method to detect … Related articles – All 3 versions

[PDF] A semantic summarization system: University of Birmingham at TAC 2008 [PDF] from nist.gov A Bawakid… – Proceedings of the first text analysis conference ( …, 2008 – nist.gov Abstract Text summarization of document or multi-documents has been acknowledged as  one of the most challenging tasks in information system community because of the rich  semantic structure of the language and the subjectivity inherent to the summarization task. … Cited by 13 – Related articles – View as HTML – All 2 versions

[PDF] SciSumm: a multi-document summarization system for scientific articles [PDF] from aclweb.org N Agarwal, RS Reddy, K Gvr… – … of the 49th Annual Meeting of …, 2011 – aclweb.org Abstract In this demo, we present SciSumm, an interactive multi-document summarization  system for scientific articles. The document collection to be summarized is a list of papers  cited together within the same source article, otherwise known as a co-citation. At the … Related articles – View as HTML – All 8 versions

A novel automatic text summarization system with feature terms identification S Manne, SMZ Pervez… – … (INDICON), 2011 Annual …, 2011 – ieeexplore.ieee.org Abstract With ever growing content on World Wide Web, it has been increasingly difficult for  users to search for relevant information. A rough estimation of world’s famous search engine  Google in year 2010 revealed that the total size of internet has now turned to 2 petabytes. … Related articles

Overview of the 2009 QA Track: Towards a common task for QA, focused IR and automatic summarization systems V Moriceau, E SanJuan, X Tannier… – Focused Retrieval and …, 2010 – Springer QA@ INEX aims to evaluate a complex question-answering task. In such a task, the set of  questions is composed of factoid, precise questions that expect short answers, as well as  more complex questions that can be answered by several sentences or by an aggregation … Cited by 3 – Related articles – All 5 versions

NEO-CORTEX: a performant user-oriented multi-document summarization system [PDF] from free.fr F Boudin… – Computational Linguistics and Intelligent …, 2007 – Springer This paper discusses an approach to topic-oriented multi-document summarization. It  investigates the effectiveness of using additional information about the document set as a  whole, as well as individual documents. We present NEO-CORTEX, a multi-document … Cited by 17 – Related articles – BL Direct – All 8 versions

Summarization system evaluation variations based on n-gram graphs [PDF] from pascal-network.org G Giannakopoulos… – 2010 – eprints.pascal-network.org Abstract Within this article, we present the application of the AutoSummENG method within  the TAC 2010 AESOP challenge. We further present two novel evaluation methods based  on n-gram graphs. The first method is called Merged Model Graph (MeMoG) and it uses … Cited by 4 – Related articles

A user-centric system for home movie summarisation [PDF] from dcu.ie S Cooray, H Lee… – Advances in Multimedia Modeling, 2011 – Springer … Abstract. In this paper we present a user-centric summarisation system that combines automatic visual-content analysis with user-interface de- sign features as a practical method for home movie summarisation. The proposed … Cited by 2 – Related articles – All 3 versions

CBSEAS, a summarization system integration of opinion mining techniques to summarize blogs [PDF] from archives-ouvertes.fr A Bossard, M Généreux… – … of the 12th Conference of the …, 2009 – dl.acm.org Abstract In this paper, we present a novel approach for automatic summarization. Our  system, called CBSEAS, integrates a new method to detect redundancy at its very core, and  produce more expressive summaries than previous approaches. Moreover, we show that … Cited by 2 – Related articles – All 33 versions

[PDF] The Cortex and Enertex summarization systems at the QA@ INEX track 2011 [PDF] from uva.nl JM Torres-Moreno… – … c?2011 remains with …, 2011 – staff.science.uva.nl Abstract. The Enertex system is based on a statistical physics approach. It transforms a  document on a spins (words present/absent) system. A summary is obtained using the  sentences with large spins interactions. In another way, the Cortex system is constructed … Related articles – View as HTML – All 3 versions

A query-specific opinion summarization system [PDF] from tsinghua.edu.cn F Jin, M Huang… – … Informatics, 2009. ICCI’09. 8th IEEE …, 2009 – ieeexplore.ieee.org Abstract This paper introduces a query-specific opinion summarization system: QOS. When  input an opinion question, the system returns a summary with relevance to the opinions and  target described by the question. The system has several modules to be able to do this: a … Cited by 2 – Related articles – All 7 versions

iDVS: An interactive multi-document visual summarization system [PDF] from fiu.edu Y Zhang, D Wang… – Machine Learning and Knowledge Discovery in …, 2011 – Springer Multi-document summarization is a fundamental tool for understanding documents. Given a  collection of documents, most of existing multi-document summarization methods  automatically generate a static summary for all the users using unsupervised learning … Cited by 1 – Related articles – All 4 versions

[CITATION] Combining a multi-document update summarization system-cbseas-with a genetic algorithm. Smart Innovation, Systems and Technologies A Bossard… – 2011 – Springer Cited by 2 – Related articles

IM (S) 2: Interactive movie summarization system M Ellouze, N Boujemaa… – Journal of Visual Communication and …, 2010 – Elsevier The need of summarization methods and systems has become more and more crucial as the  audio-visual material continues its critical growth. This paper presents a novel vision and a  novel system for movies summarization. A video summary is an audio-visual document … Cited by 1 – Related articles – All 3 versions

SVM-based soccer video summarization system [PDF] from softcomputing.net HM Zawbaa, N El-Bendary… – … (NaBIC), 2011 Third …, 2011 – ieeexplore.ieee.org Abstract In this paper, we propose a system for soccer video summarization using support  vector machine (SVM). The proposed system initially segments the whole video stream into  small video shots. Then, the system applies support vector machine (SVM) algorithm for … Cited by 1 – Related articles – All 9 versions

[PDF] Corpus based Automatic Text Summarization System with HMM Tagger [PDF] from ijsce.org M Suneetha… – International Journal of Soft Computing and …, 2011 – ijsce.org Abstract-The rapid growth of the data in the Internet has overloaded the user with  enormous amounts of information which is more difficult to access huge volumes of  documents. Automatic text summarization technique is an important activity in the analysis … Cited by 2 – Related articles – View as HTML – All 2 versions

The cortex automatic summarization system at the QA@ INEX track 2010 JM Torres-Moreno… – Comparative Evaluation of Focused …, 2011 – Springer The Cortex system is constructed of several different sentence selection metrics and a  decision module. Our experiments have shown that the Cortex decision on the metrics  always scores better than each system alone. In the INEX@ QA 2010 task of Long … Cited by 1 – Related articles – All 3 versions

QueSTS: A query specific text summarization system [PDF] from washington.edu M Sravanthi, CR Chowdary… – Proceedings of the 21st …, 2008 – aaai.org Abstract Effective extraction of query relevant information present within documents on the  web is a nontrivial task. In this paper we present our system called QueSTS, which does the  above task by filtering and aggregating important query relevant sentences distributed … Cited by 8 – Related articles – All 5 versions

[PDF] Evaluation Approaches for an Arabic Extractive Generic Text Summarization System [PDF] from rdi-eg.com I Sobh, N Darwish… – … of 2nd International Conference on Arabic …, 2009 – rdi-eg.com Abstract The advance of technology and extensive use of the web has prompt the need to  summarization of text documents. Users tend to extract the most informative or indicative  information instead of reading the whole original documents. Naturally, automatic text … Cited by 1 – Related articles – View as HTML – All 5 versions

[PDF] Modeling human comprehension of Swedish medical records for intelligent access and summarization systems-Future vision, a physician’s perspective [PDF] from su.se M Kvistab, M Skeppstedt, S Velupillai… – Proceedings of …, 2011 – people.dsv.su.se Abstract Physicians are daily demanded to read, understand and reach a summarized  comprehension of earlier documentation for the patient at hand. This documentation  includes medical procedures and clinical findings such as symptoms, observations, and … Cited by 1 – Related articles – View as HTML – All 3 versions

Machine Learning-Based Soccer Video Summarization System HM Zawbaa, N El-Bendary, AE Hassanien… – … , Computer Graphics and …, 2011 – Springer This paper presents a machine learning (ML) based event detection and summarization  system for soccer matches. The proposed system is composed of six phases. Firstly, in the  pre-processing phase, the system segments the whole video stream into small video shots … Cited by 1 – Related articles

RCSUM: To build a summarization system directly generating summaries with evaluation metrics J Chen, T He, Z Gui, L Ma… – … Language Processing and …, 2008 – ieeexplore.ieee.org Abstract Several automated metrics have been adopted by document understanding  conference (DUC) in recent years as they offered great advantages in the area of  summarization. However, there’re still no evaluation metrics which can be directly used to … Related articles

Multi-Document Summarization System Based on Sub Topic Partition and User’s Query XD Xu – Jisuanji Xitong Yingyong- Computer Systems and …, 2011 – csa.com A multi-document summarization method based on sub topic partition and user’s query is  described in this paper. The similarity of sentences is measured by a thesaurus dictionary.  Sub topics are found by sentence clustering and sorted by user’s query. Then sentences …

Experience STORIES: a visual news search and summarization system I Subašic… – Machine Learning and Knowledge Discovery in …, 2010 – Springer Using data collections available on the Internet has for many people become the main  medium for staying informed about the world. Many of these collections are dynamic by  nature, evolving as the subjects they describe change. We present the STORIES system … Related articles – All 2 versions

COMPENDIUM: a text summarization system for generating abstracts of research papers E Lloret, M Romá-Ferri… – Natural Language Processing and …, 2011 – Springer This paper presents compendium, a text summarization system, which has achieved good  results in extractive summarization. Therefore, our main goal in this research is to extend it,  suggesting a new approach for generating abstractive-oriented summaries of research … Related articles – All 2 versions

[CITATION] A document summarization system using dynamic connection graph W Song, Y Kim, E Kim… – Journal of KISSE: software and applications, 2009 Cited by 2 – Related articles

Database summarization: The saintetiq system [PDF] from unipi.it R Saint-Paul, G Raschia… – Data Engineering, 2007. …, 2007 – ieeexplore.ieee.org … au Guillaume Raschia & Noureddine Mouaddib LINA – Polytech’Nantes, France {raschia, mouaddib}@univ-nantes.fr 1 Introduction SAINTETIQ [2] is an on-line linguistic summarization system of tables and/or views. Our approach … Cited by 8 – Related articles – All 8 versions

A Query-Oriented Summarization System for XML Elements D Liu… – Management of e-Commerce and e-Government …, 2011 – ieeexplore.ieee.org Abstract In document-center XML dataset, an element may contain so many text that users  have to spend enough time to judge the elements returned by XML search engine are  valuable or not. Query-orient XML summarization system aim to provide users a brief and … Related articles – All 4 versions

The REG summarization system with question reformulation at QA@ INEX track 2010 J Vivaldi, I Da Cunha… – Comparative Evaluation of Focused …, 2011 – Springer In this paper we present REG, a graph approach to study a fundamental problem of Natural  Language Processing: the automatic summarization of documents. The algorithm models a  document as a graph, to obtain weighted sentences. We applied this approach to the … Related articles – All 3 versions

Security review of email summarization systems T Ayodele, CA Shoniregun… – … (WorldCIS), 2011 World …, 2011 – ieeexplore.ieee.org Abstract There are hundreds of email summarization tools nowadays. One of the  challenging issues of email summarization is to determine how to secure email summaries  from spoofing and bombing and to provide preventive measures. Email is one of the most … Related articles

Intelligent email summarisation system (IESS) T Ayodele, S Zhou… – Information Society (i- …, 2010 – ieeexplore.ieee.org Abstract Many email users, especially business men, managers and academician receive  many email messages that require sorting out within a short period of time. While most mail  summarisation applications allow dialogue structure of emails, users to summarise … Related articles

UpdateNews: a news clustering and summarization system using efficient text processing [PDF] from ddo.jp T Takeda… – Proceedings of the 7th ACM/IEEE-CS joint …, 2007 – dl.acm.org Abstract This paper proposes a news articles clustering and summarization system. It  provides integrated access to news articles from various news sites. The system consists of  a crawler, topic detector, and summarizer. This paper describes its efficient summarization … Cited by 7 – Related articles – All 5 versions

[PDF] A semantic free-text summarization system using ontology knowledge [PDF] from geraldkembellec.fr R Verma, P Chen… – Proceedings of the Document …, 2007 – geraldkembellec.fr Abstract As huge amounts of knowledge are created rapidly, effective information access  becomes an important issue. Especially for critical domains, such as medical and financial  areas, efficient retrieval of concise and relevant information is highly desired. In this paper … Cited by 8 – Related articles – View as HTML – All 12 versions

Evaluation of query-based Arabic text summarization system MO El-Haj… – Natural Language Processing and …, 2008 – ieeexplore.ieee.org Abstract In this paper, we present and analyze the results of the application of Arabic query- based text summarization system-AQBTSS-in an attempt to produce a query-oriented  summary for a single Arabic document. For this task, we adapted the traditional vector … Cited by 4 – Related articles

[PDF] Summarization System by identifying influential Blogs [PDF] from icwsm.org X Song, Y Chi, K Hino… – Proceedings of the International …, 2007 – icwsm.org 1. INTRODUCTION Blog is a self-publishing media on the Web that has been growing quickly  and becoming more and more popular [1]. Blogs allow millions of people to easily publish,  read, respond, and share their ideas, experiences and expertise. The blogosphere is a … Cited by 2 – Related articles – View as HTML – All 3 versions

[CITATION] Construct a Document Summarization System by Extracting PICO from Clinical Medical Articles to Promote Evidence-Based Medicine Development YM Lu – 2008 Related articles

[CITATION] Visualizing feature-based customer review summarization system using p-node tree I Zhao, G Carenini… – Undergrad report, 2008 Cited by 2 – Related articles

Research on Automatic Summarization System based on topic partition X Xu – Web Information Systems and Mining, 2009. WISM …, 2009 – ieeexplore.ieee.org Abstract Automatic summarization is an important issue in natural language processing and  becomes more and more important in some domains such as web information retrieval. This  paper describes an automatic summarization system based on topic partition: Firstly, it … Related articles – All 5 versions

A fuzzy rule-based system with ontology for summarization of multi-camera event sequences [PDF] from yonsei.ac.kr HS Park… – Artificial Intelligence and Soft Computing-ICAISC …, 2008 – Springer … 4 The Proposed Method Figure 2 provides an overview of the proposed summarization system. … Fig. 2. An overview of the proposed summarization system and object. DOI value has been calculated by shot, and DOI those one shot Si are defined as follows. DOI2 Ej ,Si = ? … Cited by 2 – Related articles – BL Direct – All 3 versions

[PDF] The REG summarization system with question expansion and reformulation at QA@ INEX track 2011 [PDF] from uva.nl J Vivaldi… – … c?2011 remains with the author/owner ( …, 2011 – staff.science.uva.nl Abstract. In this paper, our strategy and preliminary results for the INEX@ QA 2011 question- answering task are presented. In this task, a set of 50 documents is provided by the search  engine Indri, using some queries. The initial queries are titles associated wih tweets. A … Related articles – View as HTML – All 3 versions

NTU TRECVID-2007 fast rushes summarization system [PDF] from csie.org CM Pan, YY Chuang… – Proceedings of the international …, 2007 – dl.acm.org Abstract Rushes are the raw materials used to produce a video. They often contain  redundant and repetitive contents. Rushes summarization aims to provide a quick overview  for a rushes video. As part of TRECVID 2007, NIST initiates a rushes summarization task. … Cited by 5 – Related articles – All 7 versions

[CITATION] Turkish Text Summarization System Y Kilci… – Senior Project, Yildiz Technical University in Turkey, 2008 Cited by 2 – Related articles

[CITATION] The LIA update summarization systems at TAC-2008 F Boudin, M El-Bèze… – Proceedings of the TAC 2008 Workshop, 2008 Cited by 3 – Related articles

An automatic system for summarization and information extraction of legal information [PDF] from umontreal.ca E Chieze, A Farzindar… – Semantic Processing of Legal Texts, 2010 – Springer … The core technology underlying these tools is an automatic summarization system. … Based on the work of Farzindar [2], NLP Technologies has developed a summarization system specifically tailored for the legal domain based on a thematic segmen- tation of the text. … Cited by 3 – Related articles – All 7 versions

Ikhtasir-A user selected compression ratio Arabic text summarization system A Azmi… – Natural Language Processing and …, 2009 – ieeexplore.ieee.org Abstract Automatic text summarization is an active research field. The rapid growth of the  Web, and the associated information overloading, has injected new life into this research  area. In certain languages there has been plenty of research in automatic text … Cited by 1 – Related articles

A personalized summarization of video life-logs from an indoor multi-camera system using a fuzzy rule-based system with domain knowledge [PDF] from yonsei.ac.kr HS Park… – Information Systems, 2011 – Elsevier … Cho et al. presented an automatic summarization system, AniDiary, for personal mobile life-logs [7]. AniDiary provided a cartoon-style summary using collected mobile life-logs. … S turns on his multi-camera summarization system to create a video of the party. … Related articles – All 3 versions

Automatic summarization system of a Chinese text based on conditional random field model Z DENG… – Journal of Xi’an Shiyou University (Natural …, 2009 – en.cnki.com.cn A automatic summarizing method of Chinese texts based on conditional random field is  proposed. The conditional random field is used for establishing part of speech tagging  model. Key-word extraction is used in the extraction of abstract sentences. The redundant … Cached

Combining a Multi-Document Update Summarization System-CBSEAS-with a Genetic Algorithm [PDF] from univ-paris13.fr A Bossard… – Combinations of Intelligent Methods and …, 2011 – Springer In this paper, we present a combination of a multi-document summarization system with a  genetic algorithm. We first introduce a novel approach for automatic summarization.  CBSEAS, the system which implements this approach, integrates a new method to detect … Related articles – All 5 versions

[CITATION] The LIA-Thales summarization system at DUC-2007 F Boudin, B Favre, F Béchet… – Document …, 2007 – lia.univ-avignon.fr … Bèze, Gillard, JM. Torres ” The LIA-Thales summarization system at DUC-2007″, 2007 DUC-NIST Proceedings Document Understanding Conference (DUC-2007), New York (USA), 26-27 april 2007. Liens : @Inproceedings{798 … Cited by 3 – Related articles – Cached – All 2 versions

Intelligent location-based mobile news service system with automatic news summarization [PDF] from yonsei.ac.kr CM Chen – Expert Systems with Applications, 2010 – Elsevier … The remainder of this paper is organized as follows. Section 2 presents the system architecture of the proposed intelligent location-based mobile news service system with automatic news summarization. … Finally, conclusions are stated in Section 6. 2. System design. … Cited by 3 – Related articles – All 4 versions

[PDF] NICTA’s update and question-based summarisation systems at DUC 2007 [PDF] from psu.edu N Stokes, J Rong… – Proceedings of the Document …, 2007 – Citeseer Abstract In this paper we describe an extractive summarisation approach that combines a  variety of feature-based relevance measures to generate question-focussed and update- style summaries. Our results show that cosine, centroid and query expansionbased … Cited by 3 – Related articles – View as HTML – All 7 versions

Research on Personalized Recommendation System of Scientific and Technological Periodical Based on Automatic Summarization Q Yang, S Zhang… – … in Education, 2007. ISITAE’07. First …, 2007 – ieeexplore.ieee.org … Utilizing the theoretical methods and technology of automatic summarization system and personalized recommend system, we study how to access to thesis document index, theme words, summary, readers’ evaluations and other important recommended information from the … Cited by 1 – Related articles – All 2 versions

The implementation of a Query-directed Multi-Document Summarization system T He, W Shao, HS Xiao… – … Language Processing and …, 2007 – ieeexplore.ieee.org Abstract Query-directed multi-document summarization aims to provide a more effective  characterization of a document set accounting to the user’s information need when  generating a summary. In this paper, we propose a practical approach for this task by … Cited by 4 – Related articles – All 3 versions

[PDF] An optimized dual classification system for Arabic extractive generic text summarization [PDF] from rdi-eg.com I Sobh, N Darwish… – Proc. of the 7th Conf. on Lang. Eng., …, 2009 – rdi-eg.com … and it was found that the system performance is very close to performance of humans. In addition, we used a well known commercial summarization system and compared … humans. 1.3 Problem Definition Our goal is to develop an extractive informative summarization system for … Cited by 4 – Related articles – View as HTML – All 6 versions

[PDF] OHSU Summarization and Entity Linking Systems [PDF] from nist.gov S Fisher, A Dunlop, B Roark, Y Chen… – Proceedings of the Text …, 2009 – nist.gov … Our summarization approach is a form of extractive summarization. Sentence extraction summarization systems take as input a collection of sentences (one or more documents) and select some subset for output into a summary. … Cited by 2 – Related articles – View as HTML

The LIA summarization system at DUC-2007 F Boudin, F Bechet, M El-Beze, B Favre… – … OF THE DOCUMENT …, 2007 – Citeseer Abstract This paper presents the LIA summarization systems participating to DUC 2007. This  is the second participation of the LIA at DUC and we will discuss our systems in both main  and update tasks. The system proposed for the main task is the combination of seven … Cited by 2 – Related articles – Cached – All 3 versions

Focused multi-document summarization: human summarization activity vs. automated systems techniques [PDF] from umuc.edu QL Israel, H Han… – Journal of Computing Sciences in Colleges, 2010 – dl.acm.org … sentence from a source document [10]. Therefore, it is natural that many current MDS (Multi-Document Summarization) systems have been made to be extractive, attempting to mimic this human behavior. However, for MDS, it has … Cited by 2 – Related articles – All 3 versions

Experiments on Applying a Text Summarization System for Question Answering [PDF] from usp.br P Balage Filho, V de Uzêda, T Pardo… – Evaluation of Multilingual …, 2007 – Springer In this paper, we present and analyze the results of the application of a text summarization  system-GistSumm-to the task of monolingual question answering at CLEF 2006 for  Portuguese texts. We hypothesized that topic-oriented summarization techniques could be … Cited by 1 – Related articles – All 6 versions

Older versions of the ROUGEeval summarization evaluation system were easier to fool [PDF] from psu.edu J Sjöbergh – Information Processing & Management, 2007 – Elsevier … ROUGE-scores can easily be calculated for any number of systems or for new versions of a system under development, once the model summaries are available. This makes it a very useful tool for automatic summarization system development. … Cited by 15 – Related articles – All 8 versions

Using ontological modeling in a context-aware summarization system to adapt text for mobile devices [PDF] from pp.ua L Garcia, J de Lima, S Loh… – Active conceptual modeling of …, 2007 – Springer This paper presents a context-aware text summarizer based on ontologies intended to be  used for adapting information to mobile devices. The system generates summaries from  texts according to the profile of the user and the context where he/she is at the moment. … Cited by 2 – Related articles – BL Direct – All 8 versions

[PDF] A Multi-Document Multi-Lingual Automatic Summarization System [PDF] from aclweb.org MA Honarpisheh, G Ghassem-Sani… – Proceedings of the 3rd …, 2007 – aclweb.org Abstract Abstract. In this paper, a new multidocument multi-lingual text summarization  technique, based on singular value decomposition and hierarchical clustering, is proposed.  The proposed approach relies on only two resources for any language: a word … Cited by 3 – Related articles – View as HTML – All 8 versions

An information delivery system with automatic summarization for mobile commerce [PDF] from psu.edu CC Yang… – Decision support systems, 2007 – Elsevier … Traditional summarizations do not consider the hierarchical structure of document but consider the document as a sequence of sentences. Most traditional summarization systems extract sentences from the source document and concatenate together as summary. … Cited by 13 – Related articles – All 14 versions

[PDF] AN AUTOMATIC SUMMARIZATION SYSTEM USED AS A DECISION MAKING TOOL [PDF] from iadis.net PCF De Oliveira, EW Torrens, S Schossland… – 2007 – iadis.net ABSTRACT AI’s vital aim is to build machines that will mimic human intelligence. The  research in automatic summarization is carried out using a combination of AI and linguistics  knowledge, where programs which perform summarization have been developed. In fact, … Related articles – View as HTML – All 2 versions

[PDF] The Italica system at TAC 2008 opinion summarization task [PDF] from us.es F Cruz, JA Troyani, J Ortega… – Proceedings of the Text …, 2008 – lsi.us.es … As many automatic summarization systems do ([3][8] among others), all the sentences we obtained in the previous stage are indexed using an information re- trieval engine (we have used Lucene [7]). For each of the snippets, we search for the most relevant sen- tence in the … Cited by 4 – Related articles – View as HTML – All 3 versions

The design and implementation of domain-specific text summarization system based on co-reference resolution algorithm S Ziyan – Fuzzy Systems and Knowledge Discovery (FSKD), …, 2010 – ieeexplore.ieee.org Abstract In order to benefit from the vast amounts of information quickly and accurately,  topics on automatic abstracting have become more and more popular. Compared with the  traditional automatic abstracting methods, we adopted the statistic methods and word list … Related articles

A method for evaluating modern systems of automatic text summarization VA Yatsko… – Automatic Documentation and Mathematical …, 2007 – Springer … The authors of the study have developed two original methods for SAS evalua- tion. In the first method, the summarization systems were tested for efficiency in performing the tasks of text categorization, ie, relating them to a particular topic. … Cited by 11 – Related articles – BL Direct – All 3 versions

[PDF] News Aggregating System with Automatic Summarization Based on Local Multiple Alignment [PDF] from bradblock.com T Takeda… – Proceedings of International Conference on …, 2008 – bradblock.com Page 1. News Aggregating System with Automatic Summarization Based on Local Multiple Alignment Takaharu Takeda* Atsuhiro Takasu** Graduate University for Advanced Studies * National Institute of Informatics ** 2-1-2 … Cited by 1 – Related articles – View as HTML – All 5 versions

OLYVIA: Ontology-based Automatic Video Annotation and Summarization System Using Semantic Inference Rules KW Park, JH Lee, YS Moon… – … , Knowledge and Grid, …, 2007 – ieeexplore.ieee.org Abstract The need of techniques for automatic video annotation and summarization has  been increased because digital videos have been becoming available at an ever-increasing  rate. In this paper, we present an automatic video annotation and summarization system … Related articles – All 3 versions

[CITATION] Experiments on Applying a Text Summarization System for Question Answering PPB Filho, VR de Uzeda… – LECTURE NOTES …, 2007 – SPRINGER-VERLAG BL Direct

Dspace Integration with Video Indexing and Summarization Systems N Cavalli, R Caccialupi, G Conte, V Minetti – 2007 – aepic.it Abstract The goal of the Dspace installation at the Centro di Produzione Multimediale (CPM)  of Milan Bicocca University is to store, index and disseminate multimedia objects, such as  image and video files. We have chosen to use the Dspace platform to offer this service … Cached – All 3 versions

[PDF] A graph-based summarization system at QA@ INEX track 2011 [PDF] from uva.nl AL Laureano-Cruces… – … c?2011 remains with …, 2011 – staff.science.uva.nl Abstract. In this paper we use REG, a graph-based system to study a fundamental problem  of Natural Language Processing: the automatic summarization of documents. The algorithm  models a document as a graph, to obtain weighted sentences. We applied this approach … Related articles – View as HTML – All 3 versions

[CITATION] Comparison of different automatic text summarization systems using standard performance evaluations NH Abd Munir – 2009 – eprints.utm.my Comparison of different automatic text summarization systems using standard performance evaluations. Abd Munir, Nur Hafizah (2009) Comparison of different automatic text summarization systems using standard performance evaluations. … Cached

An expert system for teaching summarization [PDF] from um.edu.my S Ghanbarzadeh – 2009 – dspace.fsktm.um.edu.my … 79 5.3 Teaching summarization system evaluation ….. 86 … The focus of this research is on finding effective summarization rules to be used properly in summarization systems by the means of expert system. … Related articles

[CITATION] … Applications-Text Summarization and Information Extraction-NEO-CORTEX: A Performant User-Oriented Multi-Document Summarization System F Boudin… – Lecture Notes in Computer Science, 2007

[PDF] CROXMLSUM-the system for XML document summarization in Croatian [PDF] from naun.org NM Preradovic, T Lauc… – International Journal of Mathematics …, 2007 – naun.org … of pertinent information. The success of such summarization system relies on the use of appropriate features to select the salient sentences. It is a custom to speak of an extract of n% condensation of input text. More precisely … Cited by 2 – Related articles – View as HTML – All 3 versions

[CITATION] … Answering (QA (commat) CLEF)-Main Task: Mono-and Bilingual QA-Experiments on Applying a Text Summarization System for Question Answering PP Balage Filho, VR Uzeda… – Lecture Notes in …, 2007 – Berlin: Springer-Verlag, 1973-

Some problems in the development of systems of automatic text summarization VA Yatsko… – Automatic Documentation and Mathematical …, 2007 – Springer … 2. CLASSIFICATION OF SAS The main function of any summarization system is to help the user to find needed information and to present the content of the source document in as com- pact a style as possible, ie, as a summary. … Related articles – BL Direct – All 3 versions