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    • Code used to produce terms list in the work "NLP-Driven Electron Microscopy Ontology Development"

    Metadata Updated: July 12, 2025

    This is a collection of code written by Maurice Curran that was used to process the Microscopy and Microanalysis conference proceeding corpus into word products described in the publication "NLP-Driven Electron Microscopy Ontology Development". The scripts are written in Python, to be used in the following order:1. SettingUpTextFiles.py and CopyingText.py to get the raw text files; 2. SentenceConversion.py; 3. reference_remover.py; 4. testing.py and testingavg.py; 5. SentenceCreator.py; 6. matscholar_model.py to get matscholar tags; 7. training_model_gensim.py to get gensim model;8. word2vecscript.py and gensim_visual.py;

    Access & Use Information

    Public: This dataset is intended for public access and use. License: See this page for license information.

    Downloads & Resources

    References

    https://doi.org/10.1007/s40192-024-00378-y

    Dates

    Metadata Created Date September 11, 2024
    Metadata Updated Date July 12, 2025
    Data Update Frequency irregular

    Metadata Source

    Harvested from NIST

    Other Data Resources

    Additional Metadata

    Resource Type Dataset
    Metadata Created Date September 11, 2024
    Metadata Updated Date July 12, 2025
    Publisher National Institute of Standards and Technology
    Maintainer
    Identifier ark:/88434/mds2-3198
    Data First Published 2024-09-05
    Language en
    Data Last Modified 2021-12-31 00:00:00
    Category Information Technology:Data and informatics, Materials:Modeling and computational material science, Materials:Materials characterization
    Public Access Level public
    Data Update Frequency irregular
    Bureau Code 006:55
    Metadata Context https://project-open-data.cio.gov/v1.1/schema/data.json
    Schema Version https://project-open-data.cio.gov/v1.1/schema
    Catalog Describedby https://project-open-data.cio.gov/v1.1/schema/catalog.json
    Harvest Object Id db9c03dc-92ac-4197-988e-5d48281cdbe0
    Harvest Source Id 74e175d9-66b3-4323-ac98-e2a90eeb93c0
    Harvest Source Title NIST
    Homepage URL https://data.nist.gov/od/id/mds2-3198
    License https://www.nist.gov/open/license
    Program Code 006:045
    Related Documents https://doi.org/10.1007/s40192-024-00378-y
    Source Datajson Identifier True
    Source Hash 4d49de9ba151d6163286ebf8918a4950a9a5bef84953c26c6001e7b87bb48600
    Source Schema Version 1.1

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