标题里那几个关键词——AI智能推荐、AI聊天助手、AI评论情感分析、兴趣标签、可视化数据分析，随便一个单拎出来都能水一篇论文。但我这次不是写论文，是实实在在做完了一个项目：基于 SpringBoot + Spring AI + Vue.js 的购物社区智能推荐与交互平台，前后端分离，从需求设计到上线踩坑全走了一遍。

2026年，企业数字化转型进入加速期。据行业数据显示，2026年一季度国内企业自用商城系统源码市场整体需求同比激增62%，远超电商行业平均增速。这一增长背后，是企业从“流量依附”向“自主可控”的战略转型——越来越多的中大型企业意识到，依赖第三方公域平台已无法掌控客户数据和私域流量。 与此同时，批发行业对数字化采购系统的要求也在不断提升。中国网络批发市场预计到2026年整体市场规模将突破38万亿元， ...

视频生成模型的视觉质量不断提升，但当前主流视频扩散模型仍面临两项根本局限。第一是物理规律约束不足：模型从像素中学习世界的视觉表象，却缺少物理方程的显式约束，画面看似合理，实际却不符合物理规律。例如，抛出的球可能悬浮、摆动可能偏离应有周期、碰撞可能看似合理却不符合物理规律。第二是精确控制的不足：文本提示或 ControlNet 等控制模块可以引导生成，但仍难以像拍电影一样，直接调整每个演员的站位与姿 ...

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Honesdale has postponed installing swings in Central Park. Here's where progress on the new playground stands.

WEST SENECA, N.Y. (WIVB) — It’s been 50 years since the West Seneca East girls’ volleyball team last brought home a sectional ...

Broadcom Inc. (NASDAQ: AVGO), a global technology leader that designs, develops, and supplies semiconductor and infrastructure software solutions, today shipped fixes for 89 novel vulnerabilities in ...

Fourth River Development breaks ground on W Lofts, converting a Strip District warehouse into 38 condos with first move-ins ...

Shady Spring keeper Jack Billeter stops a shot by Woodrow Wilson during their match Sept. 21 in Shady Spring. As a four-year ...

The Makin Island amphibious ready group pulls into Yokosuka a week behind the Theodore Roosevelt carrier strike group, as the carrier's jets conduct a simulated strike during exercise Keen Sword 27.

By easing sanctions on Russia, cutting military and economic assistance to Ukraine, disrupting intelligence cooperation, and pressuring Ukrainian President Volodymyr Zelensky to accept Putin’s war ...

IntroductionWhen developing web applications in Java, simply learning Java syntax and Spring annotations is not enough to understand the full picture of actual development.A single application is ...