近年来，随着微信、微博、市长信箱、阳光热线等网络问政平台逐步成为政府了解民意、汇聚民智、凝聚民气的重要渠道，各类社情民意相关的文本数据量不断攀升，给以往主要依靠人工来进行留言划分和热点整理的相关部门的工作带来了极大挑战。同时，随着大数据技术的发展，建立基于自然语言处理技术的智慧政务系统已经是社会治理创新发展的新趋势，对提升政府的管理水平和施政效率具有极大的推动作用。 本文针对“智慧政务”中的居民投诉建议文本评论数据，基于向量空间模型算法提取了文本关键词并我们采用了多种机器学习分类模型进行测试，从最终得到线性支持向量回归算法相对较优的结果，F1-Score评价指标达0.86。 在挖掘热点问题的前期处理上，使用了余弦相似度计算整理出文本相似的同类主题并加以筛选，通过在SPSS中建立基于因子…
☆37Jun 28, 2020Updated 6 years ago
Alternatives and similar repositories for Text-Mining
Users that are interested in Text-Mining are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 为了了解观看热门电影的用户都有哪些特征，爬取猫眼网站热门电影的评论数据进行分析：评分统计、词云、城市评论数量与平均评分、性别分析、评论数量与时间的关系。☆12Nov 14, 2019Updated 6 years ago
- ☆11Nov 27, 2018Updated 7 years ago
- 以京东评论作为数据集，使用常见的机器学习算法如KNN、SVM、逻辑回归、贝叶斯、xgboost等等算法进行分类。使用深度学习中的CNN、RNN、CNN和RNN连接、Bi-GRU、bert模型进行分类。使用fastnlp的框架搭建文本分类。☆31Jul 2, 2020Updated 6 years ago
- 电影评论情感分析，利用LSTM进行分类，数据集为IMDB情感分析数据集，使用已经训练好的词典向量模型☆28Aug 14, 2018Updated 8 years ago
- 本项目采用Keras和ALBERT实现文本多标签分 类任务,其中对ALBERT进行微调。☆13Jan 5, 2021Updated 5 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- 基于微博的爬虫与文本分析系统(毕业设计)☆13Mar 19, 2020Updated 6 years ago
- 图片性别识别Demo和模型☆10Oct 28, 2020Updated 5 years ago
- 京东金融赛登录风险识别（算法组）8th☆31Dec 14, 2017Updated 8 years ago
- 基于CNN的新浪新闻文本分类☆11Jul 22, 2019Updated 7 years ago
- Statistical Arbitrage & Algorithmic Trading: time series analysis and the presence of cointegration in cryptocurrency price series.☆11Jan 10, 2019Updated 7 years ago
- Dataset and Source code of paper 'Enhancing Keyphrase Extraction from Academic Articles with their Reference Information'.☆18Dec 26, 2022Updated 3 years ago
- Bert中文文本分类☆41Apr 26, 2019Updated 7 years ago
- Conjuntos de funciones realizadas y recopiladas por mí durante la carrera.☆11Aug 2, 2022Updated 4 years ago
- test HanLP vs LTP☆11Mar 28, 2018Updated 8 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- 中文文本分类(目前是二分类)☆46May 27, 2017Updated 9 years ago
- 面向数据安全治理的数据内容智能发现与分级分类——一种通用的应对中文无监督文本分类的解题思路分享☆52Jul 6, 2021Updated 5 years ago
- 本项目采用Keras和ALBERT实现文本多分类任务，其中对ALBERT进行微调。☆17Jan 5, 2021Updated 5 years ago
- 一个基本的多层lstm rnn模型，能实现中英文文本的二分类或多分类☆49Nov 5, 2018Updated 7 years ago
- 面向数据安全治理的数据内容智能发现与分级分类 A榜rank7 B榜rank10☆35Feb 28, 2021Updated 5 years ago
- 包含了一个分析英文书词频的脚本以及一个批量向扇贝单词书上传单词的脚本☆10Jun 26, 2016Updated 10 years ago
- 中文地址解析系统，解析出省市区县名称及ID☆14Oct 5, 2022Updated 3 years ago
- 2021华为杯研究生数学建模D题☆15Oct 18, 2021Updated 4 years ago
- Social network analysis (SNA) is the process of investigating social structures through the use of networks and graph theory.[1] It chara…☆22Jul 9, 2019Updated 7 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- LCSTS,ROUGE,short text summarization,NLG,seq2seq☆23Jul 25, 2017Updated 9 years ago
- 《2021医学健康数据分析与挖掘》课程论文 -- 基于BERT的20NewsGroups数据集新闻分类实验☆10Jun 22, 2021Updated 5 years ago
- 一个BERT+BiLSTM的情感分析 BaseLine☆26May 9, 2020Updated 6 years ago
- 奇门遁甲学习笔记☆14Mar 19, 2021Updated 5 years ago
- Research project on glyph-based Chinese character embedding. Preparing for EMNLP 2019☆11Mar 18, 2019Updated 7 years ago
- 键盘鼠标操作的录制、重放工具。☆17Feb 4, 2021Updated 5 years ago
- Calculate the domain age with python script☆11Mar 27, 2018Updated 8 years ago
- 模仿阿里云实现的机器学习PAI可视化建模管理平台☆10Jan 4, 2023Updated 3 years ago
- a modification version of Python Interpreter, making running Python code unpredictable and unstable.☆15Sep 1, 2022Updated 4 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- A systematic CPU/GPU performance study of lightgbm and xgboost classifiers for different data shapes and hardware setups.☆18Aug 12, 2020Updated 6 years ago
- 基于pycorrector以及chatglm3-6b的文本纠错☆12Mar 10, 2024Updated 2 years ago
- 《Python金融大数据挖掘与分析全流程详解》学习笔记及代码☆15Aug 4, 2020Updated 6 years ago
- 本项目综合运用d3、echarts来完成可视化工作，实现了对nba两场比赛的可视化数据分析，包括球员运动轨迹、个人数据、传球次数以及得分位置等多种可交互式图表。通过可视化方法，我们能够进一步深入分析球队的具体情况，便于制定更佳的战术。☆15Dec 19, 2022Updated 3 years ago
- 1400后台服务，设备注册、保活、注销、校时、人脸、人形、机动车、非机动车上传，订阅通知等☆10Aug 18, 2022Updated 4 years ago
- 医学问诊问答，NER，关系抽取☆14May 28, 2020Updated 6 years ago
- 用python搭建一个简单的网盘☆11Jan 11, 2019Updated 7 years ago