With the discouraging, and horrifying descriptions, Conrad and Golding unanimously present the universal subject matter that at his heart, man is an evil, vicious, and"fallen"being. Furthermore, human being ...With the discouraging, and horrifying descriptions, Conrad and Golding unanimously present the universal subject matter that at his heart, man is an evil, vicious, and"fallen"being. Furthermore, human being is just susceptible to his own sinister nature. Both Heart of Darkness and Lord of the Flies imply that every man has an evil heart of darkness which is more often than not drowned out by the glow of civilization.展开更多
Wuthering Heights is an extraordinary novel of love and revenge.It describes the tragic love story of Catherine and Heathcliff and the happy ending of Cathy and Hareton’s love story.These two love stories are combine...Wuthering Heights is an extraordinary novel of love and revenge.It describes the tragic love story of Catherine and Heathcliff and the happy ending of Cathy and Hareton’s love story.These two love stories are combined together,from which Emily the writer discloses the motif of the novel is the everlasting hope to the reviving of humanity.展开更多
Death in the Woods is one of Sherwood Anderson’s masterpieces.This paper intends to explore the theme of Death in the Woods.The author reveals to readers the ugliness of life and the strange beauty of life in this sh...Death in the Woods is one of Sherwood Anderson’s masterpieces.This paper intends to explore the theme of Death in the Woods.The author reveals to readers the ugliness of life and the strange beauty of life in this short story.It condemns the loss of love and dehumanization of human life in the modern world and implies Anderson's deep concern for human alienation.It is an important theme of modern literature in the 20th century.展开更多
Themes are the fundamental and often universal ideas explored in a literary work.In this paper,themes,which are used in the old Man and the sea,will be discussed.First,the old man's tragic features,such as failure...Themes are the fundamental and often universal ideas explored in a literary work.In this paper,themes,which are used in the old Man and the sea,will be discussed.First,the old man's tragic features,such as failure,loneliness and conceit are analyzed.Then the connotations--death complex and humanity and nature are embodied in theme.These feathers are studied carefully to show the philosophical meaning of Hemingway's novels in terms of death and the relationship between humanity and nature.展开更多
传统编目分类和规则匹配方法存在工作效能低、过度依赖专家知识、缺乏对古籍文本自身语义的深层次挖掘、编目主题边界模糊、较难实现对古籍文本领域主题的精准推荐等问题。为此,本文结合古籍语料特征探究如何实现精准推荐符合研究者需...传统编目分类和规则匹配方法存在工作效能低、过度依赖专家知识、缺乏对古籍文本自身语义的深层次挖掘、编目主题边界模糊、较难实现对古籍文本领域主题的精准推荐等问题。为此,本文结合古籍语料特征探究如何实现精准推荐符合研究者需求的文本主题内容的方法,以推动数字人文研究的进一步发展。首先,选取本课题组前期标注的古籍语料数据进行主题类别标注和视图分类;其次,构建融合BERT(bidirectional encoder representation from transformers)预训练模型、改进卷积神经网络、循环神经网络和多头注意力机制的语义挖掘模型;最后,融入“主体-关系-客体”多视图的语义增强模型,构建DJ-TextRCNN(DianJi-recurrent convolutional neural networks for text classification)模型实现对典籍文本更细粒度、更深层次、更多维度的语义挖掘。研究结果发现,DJ-TextRCNN模型在不同视图下的古籍主题推荐任务的准确率均为最优。在“主体-关系-客体”视图下,精确率达到88.54%,初步实现了对古籍文本的精准主题推荐,对中华文化深层次、细粒度的语义挖掘具有一定的指导意义。展开更多
文摘With the discouraging, and horrifying descriptions, Conrad and Golding unanimously present the universal subject matter that at his heart, man is an evil, vicious, and"fallen"being. Furthermore, human being is just susceptible to his own sinister nature. Both Heart of Darkness and Lord of the Flies imply that every man has an evil heart of darkness which is more often than not drowned out by the glow of civilization.
文摘Wuthering Heights is an extraordinary novel of love and revenge.It describes the tragic love story of Catherine and Heathcliff and the happy ending of Cathy and Hareton’s love story.These two love stories are combined together,from which Emily the writer discloses the motif of the novel is the everlasting hope to the reviving of humanity.
文摘Death in the Woods is one of Sherwood Anderson’s masterpieces.This paper intends to explore the theme of Death in the Woods.The author reveals to readers the ugliness of life and the strange beauty of life in this short story.It condemns the loss of love and dehumanization of human life in the modern world and implies Anderson's deep concern for human alienation.It is an important theme of modern literature in the 20th century.
文摘Themes are the fundamental and often universal ideas explored in a literary work.In this paper,themes,which are used in the old Man and the sea,will be discussed.First,the old man's tragic features,such as failure,loneliness and conceit are analyzed.Then the connotations--death complex and humanity and nature are embodied in theme.These feathers are studied carefully to show the philosophical meaning of Hemingway's novels in terms of death and the relationship between humanity and nature.
文摘传统编目分类和规则匹配方法存在工作效能低、过度依赖专家知识、缺乏对古籍文本自身语义的深层次挖掘、编目主题边界模糊、较难实现对古籍文本领域主题的精准推荐等问题。为此,本文结合古籍语料特征探究如何实现精准推荐符合研究者需求的文本主题内容的方法,以推动数字人文研究的进一步发展。首先,选取本课题组前期标注的古籍语料数据进行主题类别标注和视图分类;其次,构建融合BERT(bidirectional encoder representation from transformers)预训练模型、改进卷积神经网络、循环神经网络和多头注意力机制的语义挖掘模型;最后,融入“主体-关系-客体”多视图的语义增强模型,构建DJ-TextRCNN(DianJi-recurrent convolutional neural networks for text classification)模型实现对典籍文本更细粒度、更深层次、更多维度的语义挖掘。研究结果发现,DJ-TextRCNN模型在不同视图下的古籍主题推荐任务的准确率均为最优。在“主体-关系-客体”视图下,精确率达到88.54%,初步实现了对古籍文本的精准主题推荐,对中华文化深层次、细粒度的语义挖掘具有一定的指导意义。
