index int64 1 1k | domain1 stringclasses 6
values | domain2 stringclasses 100
values | lang stringclasses 2
values | query stringlengths 18 31.1k | checklist listlengths 5 5 |
|---|---|---|---|---|---|
1 | Academic & Engineering | Paper Outline | zh | 我想撰写一篇机器学习在智能制造质量控制中的应用研究论文，准备投稿《智能制造》期刊。论文突出机器学习算法在工业场景下的改进创新点和实际工程应用效果。请按照《智能制造》期刊格式要求，帮我写一个论文大纲。可以参考以下范文素材。基于深度学习的机械智能制造质量控制 袁芬 南京机电职业技术学院自动化工程系 摘要：基于深度学习的机械智能制造质量控制是当前工业生产中关注的热点领域。本文系统地探讨了基于深度学习的机械智能制造质量控制的关键技术和主要流程，提出了基于深度学习的机械智能制造质量控制的应用策略，包括基于智能传感器的实时质量监测、基于预测分析的故障检测与预警、基于远程监控的分布式质量控制，以及基于知识图谱的知识推理与决策，以供参考。... | [
{
"name": "论文结构完整性与学术规范",
"criteria_description": "评估回答是否提供了符合《智能制造》期刊格式要求的完整论文大纲，包括标题、摘要、关键词、引言、正文章节、结论和参考文献等必要组成部分，以及是否遵循学术论文的规范化格式。",
"1-2": "缺失多个关键结构部分，格式混乱，与《智能制造》期刊要求严重不符，无法识别为学术论文大纲。",
"3-4": "包含部分必要结构但不完整，格式不规范，缺少关键部分如摘要、关键词或参考文献，与期刊要求有明显差距。",
"5-6": "包含基本论文结构但组织不够系统，格式基本符合但存在不一致，部分章节划分不... |
2 | Academic & Engineering | Paper Outline | en | I am conducting research on intelligent building energy-saving control. I have a set of operational data from an office building's air conditioning system spanning 6 months, including measured data such as indoor temperature, humidity, CO2 concentration, energy consumption, and optimization records of the air condition... | [
{
"name": "Research Context Alignment",
"criteria_description": "Evaluates how well the outline addresses the specific research focus on intelligent building energy-saving control using deep reinforcement learning, and whether it aligns with the Building and Environment journal standards.",
"1-2": "Outl... |
3 | Academic & Engineering | Paper Outline | en | I am a traffic control system engineer and would like to write a paper on the topic of urban traffic signal optimization control systems. Please help me complete an outline for the paper, returning it in hierarchical form. The paper should be aimed at professional readers in the field of traffic engineering, with a rig... | [
{
"name": "Technical Depth and Rigor",
"criteria_description": "Evaluates how well the outline incorporates advanced traffic engineering concepts, demonstrates technical sophistication, and reflects a professional understanding of traffic signal optimization systems.",
"1-2": "Contains minimal technical... |
4 | Academic & Engineering | Paper Outline | en | I need to write a research paper on an AI-based medical imaging-assisted diagnosis system. Please help me draft a paper outline. | [
{
"name": "Research Structure Comprehensiveness",
"criteria_description": "Evaluates how thoroughly the outline covers all essential components of a research paper on AI-based medical imaging diagnosis systems, including abstract, introduction, literature review, methodology, results, discussion, and conclu... |
5 | Academic & Engineering | Paper Outline | en | Please help me draft an outline for a review paper on the application of augmented reality technology in industrial maintenance, targeting industry professionals. | [
{
"name": "Industry-Relevant Structure",
"criteria_description": "Evaluates whether the outline has a logical structure that is appropriate for a review paper targeting industry professionals, with clear sections that flow logically and cover the necessary components of a technical review.",
"1-2": "Com... |
6 | Academic & Engineering | Paper Outline | en | Please help me write an outline for a research paper on the control system of soft robots. The paper mainly focuses on the issue of precise end-effector control of soft robots based on visual feedback, using ROS and Gazebo platforms for simulation experiments, verifying the control algorithm on a physical prototype, an... | [
{
"name": "Structural Comprehensiveness",
"criteria_description": "Evaluates how well the outline covers all required components of a research paper on soft robot control systems, including introduction, methodology, simulation setup, physical prototype testing, and experimental analysis across different lo... |
7 | Academic & Engineering | Abstract | en | **Design of Distributed High-Concurrency System Architecture Based on PolarDB**
0 Introduction
The demand for distributed high-concurrency systems has been growing with the continuous development of internet applications. An important challenge in this context is how to design a powerful, reliable, and stable system ... | [
{
"name": "PolarDB Architecture Comprehension",
"criteria_description": "Evaluates how thoroughly the response explains PolarDB's architecture, features, and advantages in the context of distributed high-concurrency systems. This includes accurately describing the separation of storage and computation, shar... |
8 | Academic & Engineering | Abstract | en | **Design and Optimization of Intelligent Manufacturing Systems Based on Artificial Intelligence Technology**
### 1 Analysis of AI Applications in Manufacturing
#### 1.1 Visual Inspection and Defect Recognition
In the field of manufacturing, visual inspection and defect recognition technologies have been develop... | [
{
"name": "Comprehensive Coverage of AI Manufacturing",
"criteria_description": "Evaluates how thoroughly the response addresses all aspects of AI in intelligent manufacturing systems, including technical foundations, practical applications, and optimization strategies.",
"1-2": "Severely limited covera... |
9 | Academic & Engineering | Abstract | zh | 请为一篇探讨区块链技术在供应链中应用的学术论文撰写中文摘要，论文其他部分如下:一、引言 自2008年中本聪在比特币论坛上发表名为“Bitcoin:A Peer-to-Peer Electronic Cash System”[1]的论文以来，区块链的概念随着比特币的火爆受到了各国政府和学者的高度关注。各个国家相继推出涉及区块链技术的系列政策文件，加速区块链的应用落地，使其成为引领新一代信息技术的主角。我国早在2016年就发表了首份《中国区块链技术和应用发展白皮书》。《白皮书》详细介绍了区块链在国内外的发展现状、应用场景与未来发展方向[2]。同年，国务院印发的《“十三五”国家信息化规划》中明确将区块链技术列为战略性前沿技术[3]。201... | [
{
"name": "内容完整性与逻辑性",
"criteria_description": "评估摘要是否完整涵盖论文的研究目的、方法、主要发现和结论，并具有清晰的逻辑结构，能准确反映原文的核心内容。",
"1-2": "摘要严重缺失核心内容要素，逻辑混乱，无法反映论文主要内容，与原文关联性极低。",
"3-4": "摘要遗漏了多个重要内容要素(如研究方法或主要发现)，逻辑不连贯，难以把握论文核心内容。",
"5-6": "摘要包含了基本研究要素，但某些部分描述不够充分，逻辑结构基本清晰但过渡不够自然，能反映论文主要内容。",
"7-8": "摘要涵盖了所有必要研究要素，逻辑... |
10 | Academic & Engineering | Abstract | en | Write an abstract for this paper on the design of a software testing automation framework for **1. Introduction**
So far, the rapid development of information technology has led to the application of software products in various sectors of society. Naturally, the quality of software products has become a common focus ... | [
{
"name": "Abstract_Relevance_and_Scope",
"criteria_description": "Assesses how well the abstract summarizes the key points of the paper on software testing automation framework design, capturing the core concepts and contributions without irrelevant information.",
"1-2": "Abstract completely misreprese... |
11 | Academic & Engineering | Abstract | en | Please help me write an abstract for a paper on container technology. The other parts of the paper are as follows: **Research on Cloud Platform Network Architecture Based on Container Technology**
0 Introduction
In cloud computing environments, optimizing network architecture is crucial for enhancing the performance... | [
{
"name": "Abstract_Comprehensiveness",
"criteria_description": "Evaluates how well the abstract summarizes all key sections of the paper, including research objectives, methodology, findings, and significance, while maintaining appropriate proportionality across sections.",
"1-2": "Abstract fails to ca... |
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