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[NIW] 如何挖掘paper里的real world impact

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data visualization方面的paper,大部分的paper都是用某些小的数据集,请几个专家,做case study。
所以不知道该怎么挖掘real world impact.
ChatGPT给的答案是:
Citations:
    • Academic Citations: Using databases like Google Scholar, Web of Science, or Scopus, check how often your paper is cited. This can give an insight into its academic impact.
    • Non-academic Citations: Look for mentions of your work in policy documents, industry guidelines, white papers, or practitioner journals.
  • Engage with Media:
    • Check if your research has been mentioned in news articles, blogs, or other media. Tools like Google Alerts can help monitor mentions.
    • Offer to write op-eds or collaborate with journalists to explain your research to a broader audience.
  • Engage with the Public:
    • Present your research at public lectures, workshops, or science festivals.
    • Use platforms like Reddit's r/IAmA or engage with science communication initiatives.
  • Online Engagement Metrics:
    • Use tools like Altmetric or PlumX to measure the online attention your research is receiving across news, blogs, social media, and more.
    • Monitor discussions on platforms like ResearchGate or Twitter to see how peers and the public perceive and use your work.
  • Engage with Policymakers:
    • Investigate if your research has influenced any policy changes or has been included in policy briefs or reports.
    • Proactively share your research with policymakers who might find it relevant.
  • Industry Engagement:
    • Collaborate with industries that can directly benefit from your research.
    • Attend trade fairs, industry conferences, or workshops and present your findings.
  • Educational Impact:
    • Check if your paper is being included in course syllabi or reading lists.
    • Offer guest lectures or webinars to introduce your research to students.
  • Feedback from Practitioners:
    • Engage with professionals who can apply your research in real-world scenarios. Their feedback can be invaluable in understanding practical implications.
  • Track Derived Works:
    • Check if your research has inspired derivative works like books, teaching materials, software, or patents.
  • Collaborate for Follow-up Studies:



Citation的话,大部分都是在related work里背引用。
其余的,我能找到的估计就是第七点,Feedback from Practitioners,通过推荐信来实现。
至于media, public, policymakers, industry, 这些就算了吧,更找不到了...
或者说如何去搜索那些和paper相连的media,industry impact,public letctures, etc.呢?比如某篇paper被收录在什么书里,或者在哪个会议/presentation里面讨论了之类的。该怎么搜到呢?


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