知識系統(tǒng)是一種國際性、跨學(xué)科、面向應(yīng)用的期刊。本雜志關(guān)注的是使用基于知識的技術(shù)來支持人類決策、學(xué)習(xí)和行動的系統(tǒng);強(qiáng)調(diào)這種知識庫系統(tǒng)的實(shí)際意義;它的計算機(jī)開發(fā)和使用;涵蓋這些kb系統(tǒng)的實(shí)現(xiàn):設(shè)計過程、模型和方法、軟件工具、決策支持機(jī)制、用戶交互、組織問題、知識獲取和表示,以及系統(tǒng)架構(gòu)。本雜志目前的主要主題包括但不限于:?大數(shù)據(jù)技術(shù)和方法、數(shù)據(jù)驅(qū)動信息系統(tǒng)和知識獲取?認(rèn)知互動和智能人機(jī)界面?推薦系統(tǒng)和電子服務(wù)個性化?智能決策支持系統(tǒng)、預(yù)測系統(tǒng)和預(yù)警系統(tǒng)?基于計算和人工智能的系統(tǒng)和不確定的信息處理?群體智能和進(jìn)化計算?知識工程、基于機(jī)器學(xué)習(xí)的系統(tǒng)和Web語義該雜志還歡迎描述基于知識的系統(tǒng)在任何人類活動中的新應(yīng)用的論文:從金融技術(shù)到工程,再到衛(wèi)生科學(xué),或受人工智能技術(shù)及其相關(guān)技術(shù)和系統(tǒng)影響的任何其他領(lǐng)域。為了進(jìn)一步提高技術(shù)水平,基于知識的系統(tǒng)現(xiàn)在也通過其新的原始軟件發(fā)布格式審查和發(fā)布軟件和代碼,以傳播這些重要的出生數(shù)字知識元素。
Knowledge-Based Systems is an international, interdisciplinary and applications-oriented journal. This journal focuses on systems that use knowledge-based (KB) techniques to support human decision-making, learning and action; emphases the practical significance of such KB-systems; its computer development and usage; covers the implementation of such KB-systems: design process, models and methods, software tools, decision-support mechanisms, user interactions, organizational issues, knowledge acquisition and representation, and system architectures.This journal's current leading topics are but not limited to:? Big data techniques and methodologies, data-driven information systems, and knowledge acquisition ? Cognitive interaction and intelligent human interfaces ? Recommender systems and E-service personalization ? Intelligent decision support systems, prediction systems and warning systems ? Computational and artificial intelligence based systems and uncertain information processes ? Swarm intelligence and evolutionary computing ? Knowledge engineering, machine learning-based systems and web semanticsThe journal also welcomes papers describing novel applications of knowledge based systems in any human endeavor: ranging from financial technology to engineering to health science or any other domain impacted by Artificial Intelligence technologies and its associated techniques and systems.To further the state of the art, Knowledge Based Systems now also reviews and publishes software and code through its new Original Software Publication format to disseminate these important born digital knowledge elements.
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