Matches in DBpedia 2016-04 for { <http://dbpedia.org/resource/Automatic_summarization> ?p ?o }
- Automatic_summarization abstract "Automatic summarization is the process of reducing a text document with a computer program in order to create a summary that retains the most important points of the original document. Technologies that can make a coherent summary take into account variables such as length, writing style and syntax. Automatic data summarization is part of machine learning and data mining. The main idea of summarization is to find a representative subset of the data, which contains the information of the entire set. Summarization technologies are used in a large number of sectors in industry today. An example of the use of summarization technology is search engines such as Google. Other examples include document summarization, image collection summarization and video summarization. Document summarization, tries to automatically create a representative summary or abstract of the entire document, by finding the most informative sentences. Similarly, in image summarization the system finds the most representative and important (or salient) images. Similarly, in consumer videos one would want to remove the boring or repetitive scenes, and extract out a much shorter and concise version of the video. This is also important, say for surveillance videos, where one might want to extract only important events in the recorded video, since most part of the video may be uninteresting with nothing going on. As the problem of information overload grows, and as the amount of data increases, the interest in automatic summarization is also increasing. Generally, there are two approaches to automatic summarization: extraction and abstraction. Extractive methods work by selecting a subset of existing words, phrases, or sentences in the original text to form the summary. In contrast, abstractive methods build an internal semantic representation and then use natural language generation techniques to create a summary that is closer to what a human might generate. Such a summary might contain words not explicitly present in the original. Research into abstractive methods is an increasingly important and active research area, however due to complexity constraints, research to date has focused primarily on extractive methods. In some application domains, extractive summarization makes more sense. Examples of these include image collection summarization and video summarization.".
- Automatic_summarization wikiPageExternalLink 10.1007%2F978-3-642-35786-2_18.
- Automatic_summarization wikiPageExternalLink grasshopper.pdf.
- Automatic_summarization wikiPageExternalLink citation.cfm?id=1937055.1937111&coll=DL&dl=GUIDE&CFID=23185814&CFTOKEN=40272014.
- Automatic_summarization wikiPageExternalLink 134888.
- Automatic_summarization wikiPageExternalLink autosummarize.
- Automatic_summarization wikiPageExternalLink ROUGE.
- Automatic_summarization wikiPageID "637199".
- Automatic_summarization wikiPageLength "45703".
- Automatic_summarization wikiPageOutDegree "73".
- Automatic_summarization wikiPageRevisionID "704123175".
- Automatic_summarization wikiPageWikiLink Absorbing_Markov_chain.
- Automatic_summarization wikiPageWikiLink Abstract_(summary).
- Automatic_summarization wikiPageWikiLink Academic_publishing.
- Automatic_summarization wikiPageWikiLink Anaphora_(linguistics).
- Automatic_summarization wikiPageWikiLink Bigram.
- Automatic_summarization wikiPageWikiLink Binary_classification.
- Automatic_summarization wikiPageWikiLink Category:Computational_linguistics.
- Automatic_summarization wikiPageWikiLink Category:Data_mining.
- Automatic_summarization wikiPageWikiLink Category:Natural_language_processing.
- Automatic_summarization wikiPageWikiLink Category:Tasks_of_natural_language_processing.
- Automatic_summarization wikiPageWikiLink Centroid.
- Automatic_summarization wikiPageWikiLink Chart.
- Automatic_summarization wikiPageWikiLink Cluster.
- Automatic_summarization wikiPageWikiLink Co-occurrence.
- Automatic_summarization wikiPageWikiLink Coherence_(linguistics).
- Automatic_summarization wikiPageWikiLink Cohesion_(linguistics).
- Automatic_summarization wikiPageWikiLink Computer_program.
- Automatic_summarization wikiPageWikiLink Content_word.
- Automatic_summarization wikiPageWikiLink Cosine_similarity.
- Automatic_summarization wikiPageWikiLink Coverage.
- Automatic_summarization wikiPageWikiLink Data_mining.
- Automatic_summarization wikiPageWikiLink Determinantal_point_process.
- Automatic_summarization wikiPageWikiLink Eigenvalues_and_eigenvectors.
- Automatic_summarization wikiPageWikiLink Facility_location_problem.
- Automatic_summarization wikiPageWikiLink Full_text_search.
- Automatic_summarization wikiPageWikiLink Google.
- Automatic_summarization wikiPageWikiLink Greedy_algorithm.
- Automatic_summarization wikiPageWikiLink Image_collection_exploration.
- Automatic_summarization wikiPageWikiLink Information_overload.
- Automatic_summarization wikiPageWikiLink Information_retrieval.
- Automatic_summarization wikiPageWikiLink Keyword_extraction.
- Automatic_summarization wikiPageWikiLink MEAD.
- Automatic_summarization wikiPageWikiLink Machine_learning.
- Automatic_summarization wikiPageWikiLink Multi-document_summarization.
- Automatic_summarization wikiPageWikiLink Multinomial_logistic_regression.
- Automatic_summarization wikiPageWikiLink N-gram.
- Automatic_summarization wikiPageWikiLink Naive_Bayes_classifier.
- Automatic_summarization wikiPageWikiLink National_Institute_of_Standards_and_Technology.
- Automatic_summarization wikiPageWikiLink Natural_language_generation.
- Automatic_summarization wikiPageWikiLink Natural_language_processing.
- Automatic_summarization wikiPageWikiLink Netherlands_Organisation_for_Applied_Scientific_Research.
- Automatic_summarization wikiPageWikiLink News_aggregator.
- Automatic_summarization wikiPageWikiLink PageRank.
- Automatic_summarization wikiPageWikiLink Phrase.
- Automatic_summarization wikiPageWikiLink Quantile_normalization.
- Automatic_summarization wikiPageWikiLink ROUGE_(metric).
- Automatic_summarization wikiPageWikiLink Random_walk.
- Automatic_summarization wikiPageWikiLink Semantic_similarity.
- Automatic_summarization wikiPageWikiLink Sentence_extraction.
- Automatic_summarization wikiPageWikiLink Set_cover_problem.
- Automatic_summarization wikiPageWikiLink Similarity_score.
- Automatic_summarization wikiPageWikiLink Social_network.
- Automatic_summarization wikiPageWikiLink Source_document.
- Automatic_summarization wikiPageWikiLink Stationary_distribution.
- Automatic_summarization wikiPageWikiLink Submodular_set_function.
- Automatic_summarization wikiPageWikiLink Supervised_learning.
- Automatic_summarization wikiPageWikiLink Syntax.
- Automatic_summarization wikiPageWikiLink Test_set.
- Automatic_summarization wikiPageWikiLink Text_mining.
- Automatic_summarization wikiPageWikiLink Tf–idf.
- Automatic_summarization wikiPageWikiLink Web_search_engine.
- Automatic_summarization wikiPageWikiLink Wiktionary:Extraction.
- Automatic_summarization wikiPageWikiLinkText "Automatic summarization".
- Automatic_summarization wikiPageWikiLinkText "Keyphrase Extraction".
- Automatic_summarization wikiPageWikiLinkText "Summarization".
- Automatic_summarization wikiPageWikiLinkText "automatic summarization".
- Automatic_summarization wikiPageWikiLinkText "automatic text summarization".
- Automatic_summarization wikiPageWikiLinkText "summarization".
- Automatic_summarization wikiPageWikiLinkText "summarizing a single document".
- Automatic_summarization wikiPageWikiLinkText "text summaries".
- Automatic_summarization wikiPageWikiLinkText "text summarization".
- Automatic_summarization wikiPageUsesTemplate Template:Cite_book.
- Automatic_summarization wikiPageUsesTemplate Template:Disambiguation_needed.
- Automatic_summarization wikiPageUsesTemplate Template:Main.
- Automatic_summarization wikiPageUsesTemplate Template:More_footnotes.
- Automatic_summarization wikiPageUsesTemplate Template:Multiple_issues.
- Automatic_summarization wikiPageUsesTemplate Template:Reflist.
- Automatic_summarization wikiPageUsesTemplate Template:Tone.
- Automatic_summarization subject Category:Computational_linguistics.
- Automatic_summarization subject Category:Data_mining.
- Automatic_summarization subject Category:Natural_language_processing.
- Automatic_summarization subject Category:Tasks_of_natural_language_processing.
- Automatic_summarization hypernym Process.
- Automatic_summarization type Election.
- Automatic_summarization type Algorithm.
- Automatic_summarization type Application.
- Automatic_summarization type Redirect.
- Automatic_summarization comment "Automatic summarization is the process of reducing a text document with a computer program in order to create a summary that retains the most important points of the original document. Technologies that can make a coherent summary take into account variables such as length, writing style and syntax. Automatic data summarization is part of machine learning and data mining.".
- Automatic_summarization label "Automatic summarization".