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The Code4Lib Journal
https://journal.code4lib.org
Wed, 22 Oct 2025 13:18:29 +0000
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Editorial
https://journal.code4lib.org/articles/18575
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Tue, 21 Oct 2025 19:58:59 +0000
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Mitigating Aggressive Crawler Traffic in the Age of Generative AI: A Collaborative Approach from the University of North Carolina at Chapel Hill Libraries
https://journal.code4lib.org/articles/18489
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Tue, 21 Oct 2025 19:58:58 +0000
https://journal.code4lib.org/?p=18489
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Liberation of LMS-siloed Instructional Data
https://journal.code4lib.org/articles/18462
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Tue, 21 Oct 2025 19:58:57 +0000
https://journal.code4lib.org/?p=18462
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Extracting A Large Corpus from the Internet Archive, A Case Study
https://journal.code4lib.org/articles/18510
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Tue, 21 Oct 2025 19:58:56 +0000
https://journal.code4lib.org/?p=18510
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Retrieval-Augmented Generation for Web Archives: A Comparative Study of WARC-GPT and a Custom Pipeline
https://journal.code4lib.org/articles/18555
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Tue, 21 Oct 2025 19:58:55 +0000
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Building and Deploying the Digital Humanities Quarterly Recommender System
https://journal.code4lib.org/articles/18501
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Tue, 21 Oct 2025 19:58:54 +0000
https://journal.code4lib.org/?p=18501
Digital Humanities Quarterly has published over 750 scholarly articles, constituting a significant repository of scholarship within the digital humanities. As the journal’s corpus of articles continues to grow, it is no longer possible for readers to manually navigate the title and abstract of every article in order to stay apprised of relevant work or conduct literature reviews. To address this, we have implemented a recommender system for the Digital Humanities Quarterly corpus, generating recommendations of related articles that appear below each article on the journal’s website with the goal of improving discoverability. These recommendations are generated via three different methods: a keyword-based approach based on a controlled vocabulary of topics assigned to articles by editors; a TF-IDF approach applied to full article text; and a deep learning approach using the Allen Institute for Artificial Intelligence’s SPECTER2 model applied to article titles and abstracts. In this article, we detail our process of creating this recommender system, from the article pre-processing pipeline to the front-end implementation of the recommendations on the Digital Humanities Quarterly website [1]. All of the code for our recommender system is publicly available in the Digital Humanities Quarterly GitHub repository [2].]]>
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What it Means to be a Repository: Real, Trustworthy, or Mature?
https://journal.code4lib.org/articles/18541
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Tue, 21 Oct 2025 19:58:53 +0000
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From Notes to Networks: Using Obsidian to Teach Metadata and Linked Data
https://journal.code4lib.org/articles/18535
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Tue, 21 Oct 2025 19:58:52 +0000
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Editorial
https://journal.code4lib.org/articles/18408
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Mon, 14 Apr 2025 14:11:59 +0000
https://journal.code4lib.org/?p=18408
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Quality Control Automation for Student Driven Digitization Workflows
https://journal.code4lib.org/articles/18340
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Mon, 14 Apr 2025 14:11:58 +0000
https://journal.code4lib.org/?p=18340
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OpenWEMI: A Minimally Constrained Vocabulary for Work, Expression, Manifestation, and Item
https://journal.code4lib.org/articles/18412
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Mon, 14 Apr 2025 14:11:57 +0000
https://journal.code4lib.org/?p=18412
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Taming the Generative AI Wild West: Integrating Knowledge Graphs in Digital Library Systems
https://journal.code4lib.org/articles/18277
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Mon, 14 Apr 2025 14:11:56 +0000
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Gamifying Information Literacy: Using Unity and Github to Collaborate on a Video Game for the Library
https://journal.code4lib.org/articles/18310
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Mon, 14 Apr 2025 14:11:55 +0000
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Large Language Models for Machine-Readable Citation Data: Towards an Automated Metadata Curation Pipeline for Scholarly Journals
https://journal.code4lib.org/articles/18368
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Mon, 14 Apr 2025 14:11:54 +0000
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Refactoring Alma: Simplifying Circulation Settings in the Alma Integrated Library System (ILS)
https://journal.code4lib.org/articles/18293
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Mon, 14 Apr 2025 14:11:53 +0000
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Distant Listening: Using Python and Apps Scripts to Text Mine and Tag Oral History Collections
https://journal.code4lib.org/articles/18286
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Mon, 14 Apr 2025 14:11:52 +0000
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Static Web Methodology as a Sustainable Approach to Digital Humanities Projects
https://journal.code4lib.org/articles/18372
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Mon, 14 Apr 2025 14:11:51 +0000
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Editorial
https://journal.code4lib.org/articles/18237
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Tue, 08 Oct 2024 00:10:59 +0000
https://journal.code4lib.org/?p=18237
Extra Editorial, and much self-reflection. All of this (quite rightly) slowed down our work. Several Editorial Board members resigned, which left us with a much smaller team to handle a larger workload. As a volunteer-run organization without a revenue stream, Code4Lib Journal is a labor of love that we all complete off the side of our overfilled desks. It was demoralizing to feel that we had lost the support of many in our community. A lot of us were tempted to quit rather than try to pick up and carry on. So, although we have published Issue 59 later than planned, and with a different coordinating editor, we made it. This issue is testament to the perseverance of my colleagues on the Editorial Board, and to the wonderful articles contributed by our community. ]]>
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Response to PREMIS Events Through an Event-Sourced Lens
https://journal.code4lib.org/articles/18203
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Tue, 08 Oct 2024 00:10:58 +0000
https://journal.code4lib.org/?p=18203
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Customizing Open-Source Digital Collections: What We Need, What We Want, and What We Can Afford
https://journal.code4lib.org/articles/18063
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Tue, 08 Oct 2024 00:10:57 +0000
https://journal.code4lib.org/?p=18063
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Cost per Use in Power BI using Alma Analytics and a Dash of Python
https://journal.code4lib.org/articles/18098
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Tue, 08 Oct 2024 00:10:56 +0000
https://journal.code4lib.org/?p=18098
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Launching an Intranet in LibGuides CMS at the Georgia Southern University Libraries
https://journal.code4lib.org/articles/18140
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Tue, 08 Oct 2024 00:10:55 +0000
https://journal.code4lib.org/?p=18140
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The Dangers of Building Your Own Python Applications: False-Positives, Unknown Publishers, and Code Licensing
https://journal.code4lib.org/articles/18136
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Tue, 08 Oct 2024 00:10:54 +0000
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Converting the Bliss Bibliographic Classification to SKOS RDF using Python RDFLib
https://journal.code4lib.org/articles/18073
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Tue, 08 Oct 2024 00:10:53 +0000
https://journal.code4lib.org/?p=18073
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Simplifying Subject Indexing: A Python-Powered Approach in KBR, the National Library of Belgium
https://journal.code4lib.org/articles/18103
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Tue, 08 Oct 2024 00:10:52 +0000
https://journal.code4lib.org/?p=18103
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Extra Editorial: On the Release of Patron Data in Issue 58 of Code4Lib Journal
https://journal.code4lib.org/articles/18040
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Mon, 05 Feb 2024 21:59:23 +0000
https://journal.code4lib.org/?p=18040
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Editorial
https://journal.code4lib.org/articles/18007
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Mon, 04 Dec 2023 17:28:59 +0000
https://journal.code4lib.org/?p=18007
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Enhancing Serials Holdings Data: A Pymarc-Powered Clean-Up Project
https://journal.code4lib.org/articles/17839
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Mon, 04 Dec 2023 17:28:58 +0000
https://journal.code4lib.org/?p=17839
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The Use of Python to Support Technical Services Work in Academic Libraries
https://journal.code4lib.org/articles/17701
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Mon, 04 Dec 2023 17:28:57 +0000
https://journal.code4lib.org/?p=17701
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Pipeline or Pipe Dream: Building a Scaled Automated Metadata Creation and Ingest Workflow Using Web Scraping Tools
https://journal.code4lib.org/articles/17932
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Mon, 04 Dec 2023 17:28:56 +0000
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