An Expert System to Detect Political Arabic Articles Orientation Using CatBoost Classifier Boosted by Multi-Level Features

The number of blogs and other forms of opinionated online content has increased dramatically in recent years.Many fields,including academia and national security,place an emphasis on automated political article orientation detection.Political articles(especially in the Arab world)are different from other articles due to their subjectivity,in which the author’s beliefs and political affiliation might have a significant influence on a political article.With categories representing the main political ideologies,this problem may be thought of as a subset of the text categorization(classification).In general,the performance of machine learning models for text classification is sensitive to hyperparameter settings.Furthermore,the feature vector used to represent a document must capture,to some extent,the complex semantics of natural language.To this end,this paper presents an intelligent system to detect political Arabic article orientation that adapts the categorical boosting(CatBoost)method combined with a multi-level feature concept.Extracting features at multiple levels can enhance the model’s ability to discriminate between different classes or patterns.Each level may capture different aspects of the input data,contributing to a more comprehensive representation.CatBoost,a robust and efficient gradient-boosting algorithm,is utilized to effectively learn and predict the complex relationships between these features and the political orientation labels associated with the articles.A dataset of political Arabic texts collected from diverse sources,including postings and articles,is used to assess the suggested technique.Conservative,reform,and revolutionary are the three subcategories of these opinions.The results of this study demonstrate that compared to other frequently used machine learning models for text classification,the CatBoost method using multi-level features performs better with an accuracy of 98.14%.

Research on the Reform Orientation of College Ideological and Political Course System under Background of Chinese Dream and New Normal

In this paper, we conduct research on the reform orientation of the college ideological and the political course system under background of the Chinese dream and new normal. The complex phenomenon of ideological and political education to our ideological and political education essence, grasp the law of ideological and political education to increase the difficulty. As an ideological and the political educators, it is necessary to continuously enhance the ability of dealing with the complex problems that is good at through the complex phenomenon of the ideological and political education, understanding and grasping the essence of the ideological and political education. We combine the primary analysis of the Chinese dream and new normal to form the optimal education paradigm for the college ideological and the political course system that is necessary.

Critical Discourse Analysis on the Orientation and Value of Modality in English Political Interviews

The paper conducts Critical Discourse Analysis on the use of Modality in political interviews. The purpose of this study is to investigate whether the use of Motlality is driven by the speakers' ideology, and thus helps lo build the power relationships between the two participants. Such a linguistic awareness can inform a capacity to resist and change exploitative and dominating linguistic practices, and it' s an issue of importance to everyone with a concem and interest in the problems of our contemporary society. With such awareness, people can get a more incisive recogni-tion and judgment of the political implications, and correctly acquire new trends in politics and developnient of current affairs.

A study on college students’ ideological and political education from the perspective of system harmony and traditional culture

In this paper, we analyze the unique paradigm of ideological and political education, ideological and political education of traditional paradigms no longer meet the growth of university students, by ideological and political education paradigm from “Monologue” to “dialogue” conversion, combined with the actual college students, give full play to college students the role of ideological and political education paradigm. The arrival of the era of big data, not only brings opportunities to the ideological and political education of college students, but also posed a serious challenge. Virtual social identity shaken the existing system, a profound impact on the ideological and political education environment, threats Students privacy and how to interpret scienti？ c data become big new issues. Promote ideological and political education work based on large data Mechanism Innovation students, educators to enhance their level of information, to take a scienti？ c means to enhance the effectiveness of large data acquisition, based on innovation paradigm of big data, improve the relevant rules and regulations, Big Data Application processing procedures, accurately grasp the ideological trend of dynamic students, sharing complex associated data. From Effectiveness departure ideological and political education, noting that the era of ideological and political education needs paradigm shift, put forward the ideological and political education paradigm shift orientation： Students diversification purposes of ideological and political education, humanity; target specific ideological and political education technology, equalization; ideological and political education of life, flexible technology; ideological and political education means of penetration, interactive. Four aspects of ideological and political education of the people Paradigm conducted a preliminary inquiry, hoping to take this direction to ensure the ideological and political education Paradigm successfully converted.

The Constructed Image:“China”in Gertrude Stein’s Composite Matrix of Aesthetics and Politics

As a representative modernist writer of the early 20th century,Gertrude Stein creatively established a unique experimental writing style to support her modernist expression.This paper attempts to analyze the Oriental elements,especially elements and images related to“China”in her works.Stein’s uses these elements to construct a systematic and complex matrix of aesthetics and politics.“China”in Stein’s matrix is an essential source of her so-called“the oriental peaceful penetration”and a significant lens for her ideological expression and political thoughts.Although Stein emphasizes her Oriental components in the source of identity,she always places herself in a Western position,ignoring cultural and political expressions in the real Chinese context and turning“China”into a useful tool in the collective fantasies of the West.

工程教育专业认证指导下《食品机械与设备》课程思政体系建设

工程教育专业认证是培养新时代工程人才的重要举措,其教育理念与专业课“课程思政”目标不谋而合。本文在我校食品科学与工程专业工程认证的背景下,结合《食品机械与设备》的课程特点,挖掘了该课程的思政元素,基于学习产出的教育模式(Outcomes-based Education,OBE)理念分析了课程目标与课程思政之间的关系,并探讨了课程思政与工程认证体系的融合策略,制定了一套基于OBE理念的课程思政目标评价和持续改进方案,为进一步提升我校专业课“课程思政”水平、落实立德树人根本任务提供依据和支撑。

新能源材料技术课程实施课程思政的设计及实践

在专业课程教学中融入课程思政是坚持立德树人、教书育人的需要。该文结合作者从事新能源材料技术课程教学的实际,深入挖掘该课程中的思政元素,并辅以适当的教学方法将职业道德教育、法律意识、环境保护理念和爱国主义教育等元素引入到课堂教学中,以此提高学生参与教学积极性,丰富材料相关专业教学内容,使学生在学习专业课程知识的同时思想道德素质得到全面提高。该文为专业课的课程思政实施提供有效案例,为材料专业人才落实立德树人根本任务、围绕培养目标、细化课程目标进行积极的探索,取得较好的效果。

红色资源融入高校体育课程思政的价值及路径研究

大学体育作为高等院校的公共必修课,是课程育人的前沿阵地,通过将红色文化资源融入到高校体育课程,开展思政教育,让红色文化资源和高校体育课程有机融合,能够实现红色文化育人、红色文化化人的目标,并充分彰显出高校体育课程在“立德树人”根本任务落实中的重要价值和功能。文章对红色资源的内涵、类型、特点及其融入高校体育课程思政的价值定位进行了介绍,分析了红色资源融入高校体育课程思政的目标指向,分别从明确体育教学目标、调整体育教学内容、搭建数字教育平台三个方面提出了红色资源融入高校体育课程思政的实践路径。

课程思政中立德树人导向对育人绩效的作用机制研究

为了揭示立德树人导向如何作用于育人绩效,从组织战略导向出发,选取教师组织公民行为和目标导向行为作为中介变量,基于“战略导向—组织行为—战略产出”理论模式,探讨立德树人导向对育人绩效的作用机制;同时,选取变革型和交易型两种课程思政的领导风格作为调节变量,研究其对立德树人导向发挥作用的边界影响。研究表明,高校需要强化立德树人导向培养优秀大学生,形成自身的独特竞争优势;同时,高校管理者需要通过调整领导方式以更好地贯彻完成立德树人根本任务。

应用型本科高校结构力学课程思政教育模式探索与实践

结构力学是应用型本科高校土木工程专业重要的专业基础课程,课程理论性强、难度大,学生学习主动性弱,通过实施课程思政教育来提高学生对学科的认知、端正学习态度显得非常重要。基于课程目标、课程思政教育方案、课程思政元素、教学设计、课程思政实施和成效等,对结构力学课程思政教育模式进行探索与实践。坚持以学生为中心,贯彻课程思政与教学内容有机融合的教学思路,激发学生自主学习的积极性,培养学生提高理论知识的应用能力,树立正确的职业道德观和科学态度,教学效果得到有效提升。

医学人工智能课程与思政教育的融合实践探索

随着医学与人工智能技术的深度融合,医学人工智能课程已成为新时代医学教育不可或缺的一环,其目标在于培育既精通医学知识又掌握先进人工智能技术的复合型人才。该文首先探讨将思政教育融入医学人工智能课程的背景与重要意义,回顾并分析我国当前在医学人工智能课程与思政教育融合方面的教育研究现状。随后,通过深入剖析多个典型思政案例,该文详细阐述思政方法在医学人工智能课程中的具体应用策略,涵盖价值观引导、批判性思维培养、团队合作意识强化、民族自豪感提升、社会责任感与人文关怀的深化以及创新精神与创业能力的培养六个核心方面。最后,该文提出医学人工智能课程中思政方法的探索方向建议,包括深入挖掘课程思政元素、采用多样化教学方法、注重实践环节、关注学生反馈与评价、提升教师素养以及建立全面评价体系等。这些建议旨在为医学人工智能课程的思政教育改革提供实践指导和理论支持,以期更有效地实现思政教育的目标,培养出一批既具备扎实专业知识又拥有高尚道德情操的医学人工智能领域优秀人才。

“分离科学基础”教学中思政元素的深度融入探索

“分离科学基础”是应用化学专业的个性教育选修课,为更好地实现课程的教学目标和育人目标,探索将思政元素深度融入“分离科学基础”课程的教学中,落实“全方位育人”的课程教学理念。并从教师能力提升、教学理念设计、教学资源建设、反馈机制构建等方面进行实践,培养学生严谨求实的工作作风和坚韧进取的科创精神,激发学生的爱国主义情怀和社会责任感,提升学生的专业自豪感与职业道德素养,从而也为“分离科学基础”课程教学赋予新的内涵。

论以青年为本的思想政治教育

研究以青年为本的思想政治教育对于理解和把握思想政治教育的本质、提升青年思想政治教育针对性和实效性,以及改革与创新思想政治教育都具有重要意义。新时代以青年为本的思想政治教育旨在促进青年的健康成长和全面发展,要始终从青年这一教育对象本身出发,在群体与个体有机结合中科学掌握青年思想政治教育对象的心理特征,在理想与现实的互动观照中精准把握马克思主义传播中的青年思想样态,在传统与现代交叉融通中全面洞悉政治社会化过程中青年的行为动向。

化工学科竞赛思政的培养模式探索与实践

在竞赛思政作为提高人才培养质量的内在要求的新时代背景下,对化工的学科竞赛是高等教育化工学科人才培养的重要形式。该文旨在探索有效融合竞赛人才培养与思政教育的途径,以培养具备崇高职业精神和政治素养的人才。采用以思政为核心指导思想的教育理念,将竞赛作为学生实践能力和创新思维培养的平台。通过组织化工学科竞赛,引导学生培养设计规划和创造思维等能力。同时,竞赛也被视为教师进行思政教育的主战场,培养出新一代应用型、复合型和创新型的人才,从而达到以学生为中心并不断改进的人才培养目标。因此,这种培养模式不仅提高学生的专业能力和创新思维,还体现创新创业和学科竞赛背后的思想政治建设价值。

薄膜物理中厚度测量的教学设计与探索

物体厚度是一个简单的物理量,然而对于薄膜体系,厚度则扮演着极其重要的角色,尤其是对薄膜的各种物理和化学性质影响很大.因此,在薄膜物理这门课程中,需要强化薄膜厚度的概念及其测量方法的教学内容.本文从薄膜厚度的基本概念出发,围绕“学”来展开教学,以问题为导向,逐步引出厚度的重要性,解析厚度测量的方法和原理,具体讲解厚度的测量技术.教学内容由浅入深,推表及里,激发学生的思考,使学生更加深刻地掌握薄膜厚度概念及测量原理,同时在教学过程中引入领域科学前沿和思政元素,达到“教书”与“育人”的双重目的.

应用型本科院校思政课实践教学探析--以中国矿业大学徐海学院为例

在思政课教学过程中,实践教学环节既是一个重要的内容,也是一个崭新的课题。为更好地探索应用型本科思政课实践教学环节的实施,该文以中国矿业大学徐海学院为例,结合四门具体思政课程(思想道德与法治、中国近现代史纲要、马克思主义基本原理、毛泽东思想和中国特色社会主义理论体系概论)的普遍性与特殊性,对实践教学目标、实践教学方式、实践教学总结三个方面进行探讨。

伟大建党精神融入思政课的路径与实践

基于目标导向理论和问题导向法构建的“目标+问题”教学模型与伟大建党精神在马克思主义理论逻辑、思想政治教育逻辑以及教学实践逻辑中展现出较高的适应性。在该模型框架下,伟大建党精神可通过教学目标、教学内容和教学评价被有机融入思政课,确保其核心内涵和具体内容在整个教学流程中得到充分体现。实践证明,“目标+问题”教学模型能有效促进伟大建党精神在思政课中的融入度,进而提高教学效果,推动思政课的内涵式发展。

目标型政党:一种关于新型政党的理论分析与经验阐释

目标型政党是从马克思主义政党理论中提炼和发展出来的新型政党形态和理论话语。它是一种以马克思主义为指导,以实现人类解放为最终目标,通过构建多层次目标体系,确立多维度使命契约,实施中长期发展计划,接续推动目标实现的政党类型。作为一种目标型政党,中国共产党始终以目标引领国家发展与治理,其提出的奋斗目标具有人民性、系统性、渐进性、问题导向性和可实现性等内在特征。在革命、建设和改革的不同历史时期,中国共产党坚持以自我革命引领社会革命,不断推进政党领导体制和国家制度体系建设,持续构建和完善政府、市场和社会协同互动的社会主义国家治理体系,有目的、有计划、有步骤地推进中国式现代化发展,逐步实现多层次多维度多方面的目标任务。

比较思想政治教育学自主知识体系建设的实践导向论析

推动比较思想政治教育学科发展,归根结底是要构建比较思想政治教育学自主知识体系。坚持实践导向就是要扎根中国大地、突出问题意识、强化实践运用,是比较思想政治教育学,也是比较思想政治教育自主知识体系建设的重要遵循。当前比较思想政治教育学自主知识体系建设存在学科意识有待加强、比应用性学科特色尚有不足、学科建设规范性有待提升、比学术共同体建设尚显薄弱等问题。聚焦实践导向,正确处理理论与实践、传承与创新、自主与开放的关系,是推动比较思想政治教育学高质量发展,实现对西式话语的突破与超越的必然举措。

“生活世界”重建与思想政治教育亲和力培育——一种跨越二元范式的折中方案

思想政治教育具有传统和现代两个面向,然而长期以来,思想政治教育总是过度关注“高、精、尖”的理论论题,而对“生活世界”的关注相对不足。因此,寻求一种可能的方案,将思想政治教育拉回对“生活世界”的关注,就具有特别重要的现实关怀意义和理论导向价值。具体说来,传统思想政治教育以面对面的阶级动员与政治宣传为法宝,在复盘现实生活的过程中解决现实问题;现代思想政治教育则在传播效率、包容度和实践技能导向上具有优势。而一种可能的方案,即折中思维,提出了在全社会分工教育格局、马克思主义大众化教育规范、叙事和修辞手法等方面提升思想政治教育与生活世界亲近性和亲和力的途径。思想政治教育应跳出传统与现代的二元对立,通过折中思维创造新的发展路径。这种折中方案可以通过重建“生活世界”和培育思想政治教育亲和力使思想政治教育更好地适应现代社会需求,提高教育有效性,并增进学生对思想政治教育的认同与参与度,促进思想政治教育与现实生活的融合。