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Pang, B.; Lee, L.: Opinion mining and sentiment analysis (2008)
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- Abstract
- An important part of our information-gathering behavior has always been to find out what other people think. With the growing availability and popularity of opinion-rich resources such as online review sites and personal blogs, new opportunities and challenges arise as people can, and do, actively use information technologies to seek out and understand the opinions of others. The sudden eruption of activity in the area of opinion mining and sentiment analysis, which deals with the computational treatment of opinion, sentiment, and subjectivity in text, has thus occurred at least in part as a direct response to the surge of interest in new systems that deal directly with opinions as a first-class object. Opinion Mining and Sentiment Analysis covers techniques and approaches that promise to directly enable opinion-oriented information-seeking systems. The focus is on methods that seek to address the new challenges raised by sentiment-aware applications, as compared to those that are already present in more traditional fact-based analysis. The survey includes an enumeration of the various applications, a look at general challenges and discusses categorization, extraction and summarization. Finally, it moves beyond just the technical issues, devoting significant attention to the broader implications that the development of opinion-oriented information-access services have: questions of privacy, vulnerability to manipulation, and whether or not reviews can have measurable economic impact. To facilitate future work, a discussion of available resources, benchmark datasets, and evaluation campaigns is also provided. Opinion Mining and Sentiment Analysis is the first such comprehensive survey of this vibrant and important research area and will be of interest to anyone with an interest in opinion-oriented information-seeking systems.
- Content
- Table of contents 1. Introduction 2. Applications 3. General Challenges 4. Classification and Extraction 5. Summarization 6. Broader Implications 7. Publicly Available Resources 8. Concluding Remarks References
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Collins, H.; Pinch, T.: ¬Der Golem der Forschung : Wie unsere Wissenschaft die Natur erfindet (1999)
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- Classification
- Nat 22
- SFB
- Nat 22
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Popper, K.R.: Logik der Forschung (1994)
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- Footnote
- Original 1934 u.d.T.: The logic of scientific discovery
Authors
- Collins, H. 1
- Lee, L. 1
- Pang, B. 1
- Pinch, T. 1
- Popper, K.R. 1
Subjects
- Philosophy 2
- Data Mining / Psycholinguistik (BVB) 1
- Erkenntnistheorie (BVB) 1
- Forschung / Erkenntnistheorie (BVB) 1
- Forschung / Logik (BVB) 1
- History 1
- Information behavior 1
- Information retrieval 1
- Logic 1
- Logistic Models 1
- Naturwissenschaften / Forschung / Geschichte 1900-1992 1
- Public opinion 1
- Text processing (Computer science) 1
- Wissenschaft / Logik (BVB) 1
- Wissenschaftstheorie / Kritischer Rationalismus 1
- World Wide Web / Meinungsäußerung / Data Mining 1
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Classifications
- 02.02 / Wissenschaftstheorie 1
- 08.03 / Grundlagen und Methoden der Philosophie 1
- 08.32 / Erkenntnistheorie 1
- 30.01 / Geschichte der Naturwissenschaften 1
- 30.02 / Philosophie und Theorie der Naturwissenschaften 1
- 54.72 (Künstliche Intelligenz) 1
- AGJ (E) 1
- AGL (PB) 1
- CC 2600 Philosophie / Systematische Philosophie / Logik / Abhandlungen zur Logik und mathematischen Grundlagenforschung 1
- CC 3200 (BVB) 1
- CC 3200 Philosophie / Systematische Philosophie / Allgemeine Wissenschaftstheorie / Abhandlungen zur allgemeinen Wissenschaftstheorie 1
- CI 3960 Philosophie / Geschichte der Philosophie / Geschichte der Philosophie des Abendlandes / Philosophie der Gegenwart / Deutschland und deutschsprachige Länder / Autoren / Autoren P / Popper, Karl Raimund / Gesamtausgaben, Werke, Gesammelte Werke 1
- CI 3964 Philosophie / Geschichte der Philosophie / Geschichte der Philosophie des Abendlandes / Philosophie der Gegenwart / Deutschland und deutschsprachige Länder / Autoren / Autoren P / Popper, Karl Raimund / Einzelschriften 1
- HLR (PB) 1
- JNSD (DU) 1
- MR 1050 Soziologie / Sozialwissenschaftliche Theorien und Methoden / Wissenschaftstheorie und Erkenntnistheorie / Allgemeine (philosophische) Abhandlungen 1
- N 010 1
- Nat 22 1
- Q 175 1
- QB 100 Wirtschaftswissenschaften / Allgemeines. Methoden der Wirtschaftswissenschaften. Unterrichts- und Ausbildungsmethoden in den Wirtschaftswissenschaften, Wirtschaftspädagogik / Allgemeines / Reichweite und Methoden der Wirtschaftswissenschaften 1
- ST 530 1
- STC (SI) 1
- STF (PB) 1
- STS (PB) 1
- TB 2385 Allgemeine Naturwissenschaft / Nachschlagewerke und Bibliographien aus dem Gesamtgebiet der Naturwissenschaften und der Geschichte der Allgemeinen Naturwissenschaft / Geschichte der Allgemeinen Naturwissenschaft / Neuzeit / 20. Jahrhundert 1
- TB 6400 Allgemeine Naturwissenschaft / Nachschlagewerke und Bibliographien aus dem Gesamtgebiet der Naturwissenschaften und der Geschichte der Allgemeinen Naturwissenschaft / Grenzfragen der Naturwissenschaften / Naturwissenschaften und Gesellschaft 1
- Uaq 1
- WB 4000 (BVB) 1
- Z3075 1
- ZZV (W) 1
- More… Less…