Automatic Genre Classification in Web Pages Applied to Web Comments

Automatic Web comment detection could significantly facilitate information retrieval systems, e.g., a focused Web crawler. In this paper, we propose a text genre classifier for Web text segments as intermediate step for Web comment detection in Web pages. Different feature types and classifiers are analyzed for this purpose. We compare the two-level approach to state-of-the-art techniques operating on the whole Web page text and show that accuracy can be improved significantly. Finally, we illustrate the applicability for information retrieval systems by evaluating our approach on Web pages achieved by a Web crawler

Automatic Genre Classification in Web Pages Applied to Web Comments

Automatic Web comment detection could significantly facilitate information retrieval systems, e.g., a focused Web crawler. In this paper, we propose a text genre classifier for Web text segments as intermediate step for Web comment detection in Web pages. Different feature types and classifiers are analyzed for this purpose. We compare the two-level approach to state-of-the-art techniques operating on the whole Web page text and show that accuracy can be improved significantly. Finally, we illustrate the applicability for information retrieval systems by evaluating our approach on Web pages achieved by a Web crawler

Aesthetics phenomenon on reflexive level of being

Актуализирована проблема выявления специфики проявления эстетического начала на уровне рефлексивного мышления в контексте онтологической проблемы подлинного и неподлинного существования. Работа направлена на выявление особенности эстетической природы мыслящего субъекта и специфики эстетически качественных диалогичных отношений, проявляемых на уровне рефлексивных актов мышления как особого рода событий, раскрывающих онтологический смысл субъективных начал. Показано, что реализация онтологического проекта самоосуществления личности на рефлексивном уровне существования разворачивается как процесс овладения искусством эстетического построения и обработки мысли, обеспечивая тем самым беспредельность восхождения к метафизическому горизонту Прекрасного и Возвышенного. В результате сделан вывод о продуктивности положений, утверждающих онтологическую значимость эстетического начала, рассматриваемого в качестве источника и особой формы развития мышления, необходимого для осмысления глубинных процессов экзистенциального самоосуществления личности.The paper considers the problem of determining the specific feature of aesthetic principle on the level of reflexive thinking in terms of ontological problem of authentic and inauthentic existence. The study is aimed at detection of singularity of thinking subject aesthetic nature and peculiarity of aesthetic interlocutory relations on the level of reflexive cogitations as a certain sort of events revealing ontological sense of personal principles. It was shown that implementation of the ontological project of personality self-fulfillment on the reflexive level of existence starts as a process of mastering the art of aesthetic forming and processing of the thought; incomprehensibility of climb to metaphysical horizon of the Beauty and the Sublime is supported. The author made a conclusion on the efficiency of viewpoints confirming ontological significance of aesthetic principle considered as a source and a special form of developing thought required for understanding deep processes of personality existential self-fulfillment