Preference Learning for Category-Ranking based Interactive Text Categorization

机译：基于类别排名的交互式文本分类的偏好学习

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摘要

Category Ranking is a variant of the multi-label classification problem, in which, rather than performing a (hard) assignment to an object of categories from a predefined set, we rank all categories according to their estimated "degree of suitability" to

机译：类别排名是多标签分类问题的一种变体，在该问题中，我们不是对预定义集中的类别对象执行（硬）分配，而是根据所有类别的估计“适合度”对所有类别进行排名。

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《Neural Networks, The 2007 IEEE International Joint Conference on》|2007年|P.2034-2039|共6页
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Aiolli; F.; Sebastiani; F.; Sperduti; A.;
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中图分类工业技术;
关键词
classification; information retrieval; interactive systems; learning (artificial intelligence); text analysis; CR based interactive text categorization; CR multilabel classification problem; category ranking; information retrieval applications; preference learnin;

机译：分类;信息检索;交互式系统;学习（人工智能）;文本分析;基于CR的交互式文本分类; CR多标签分类问题;类别排名;信息检索应用程序;偏好学习;

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1. Information gain and divergence-based feature selection for machine learning-based text categorization [J] . Changki Lee, Gary Geunbae Lee Information Processing & Management . 2006,第1期

机译：基于信息增益和散度的特征选择，用于基于机器学习的文本分类
2. A preference-based approach for interactive weight learning: learning weights within a logic-based query language [J] . David Zellhoefer, Ingo Schmitt Distributed and Parallel Databases . 2010,第1期

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3. Meta-cognitive Neural Network based Sequential Learning Framework for Text Categorization [J] . M B Revanasiddappa, B S Harish, S V Aruna Kumar Procedia Computer Science . 2018,第1期

机译：基于元认知神经网络的文本分类顺序学习框架
4. Preference Learning for Category-Ranking based Interactive Text Categorization [C] . Aiolli, F., Sebastiani, Neural Networks, The 2007 IEEE International Joint Conference on . 2007

机译：基于类别排名的交互式文本分类的偏好学习
5. The CDM learning algorithm: An approach to learning for text categorization. [D] . Goldberg, Jeffrey Lee. 1996

机译：CDM学习算法：一种用于文本分类学习的方法。
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7. Preference learning for category-ranking based interactive text categorization [O] . Aiolli Fabio, Sperduti Alessandro, Sebastiani Fabrizio 2007

机译：基于类别排序的交互式文本分类的偏好学习

Preference Learning for Category-Ranking based Interactive Text Categorization

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