文博书籍数据集

本数据集面向文博领域大模型训练、知识图谱构建及智能问答系统研发团队，旨在解决文博相关书籍资源分散、获取门槛高的问题。围绕文博关键词，采用撞库模糊匹配技术，系统化收录与文博主题相关的各类书籍资源，覆盖考古研究、文物保护、博物馆学、历史文化、藏品管理等多元主题，数据类型以文本为主。与传统定向采集方式不同，本数据集通过模糊匹配策略扩大召回范围，在保证主题相关性的同时提高书籍发现的覆盖率，降低用户自行整理文博书目的人力成本。

This dataset is tailored for R&D teams engaged in large language model (LLM) training, knowledge graph construction, and intelligent question answering system development in the cultural heritage and museum sector. It aims to address the issues of scattered distribution and high access barriers of cultural heritage-related book resources. By leveraging cross-database fuzzy matching technology around cultural heritage keywords, this dataset systematically collects various book resources related to the cultural heritage theme, covering multiple disciplines including archaeological research, cultural relic protection, museology, history and culture, and collection management, with text data as the primary data type. Unlike traditional targeted collection approaches, this dataset expands the recall scope through fuzzy matching strategies, enhancing the coverage rate of book discovery while ensuring topic relevance, and reducing the labor costs for users to manually organize cultural heritage book bibliographies.

搜集汇总

背景与挑战

背景概述

该数据集面向文博领域的大模型训练、知识图谱构建和智能问答系统，通过撞库模糊匹配技术系统化收录相关书籍资源，覆盖考古、文物保护、博物馆学等多个主题。它旨在解决文博书籍资源分散和获取门槛高的问题，提供文本数据以支持预训练语料补充和学术研究等应用场景。