Everything about Open Semantic Framework

🧭 Start here: a 6-step reading path

1. Read the overview: Open Semantic FrameworkA 5-minute orientation
2. Skim a recent paper: Open-World Point Cloud Semantic Segmentation: A Human-in-the-Loop FrameworkInfluential work since 2022
3. Pick up a classic book: Foundations and Practice of SecurityThe most-reprinted book on the subject
4. Read the landmark paper: An Open Semantic Framework for the Industrial Internet of ThingsCited 85 times
5. Go sideways: Semantic reasonerA closely related topic
6. Go sideways: Apache StanbolA closely related topic

🏆 Landmark papers (most cited)

• An Open Semantic Framework for the Industrial Internet of Things

  Simon Mayer, Jack Hodges, Dan Yu · 2017 · IEEE Intelligent Systems · 85 citations

• Toward Goal-Oriented Semantic Communications: New Metrics, Framework, and Open Challenges

  Aimin Li, Shaohua Wu, Siqi Meng · 2024 · IEEE Wireless Communications · 50 citations

• Mímir: An open-source semantic search framework for interactive information seeking and discovery

  Valentin Tablan, Kalina Bontcheva, Ian Roberts · 2015 · Journal of Web Semantics · 33 citations

• A Two-Stage Open Compound Domain Adaptation Framework for Semantic Segmentation in Remote Sensing Imagery

  Zhi Gao, Ziyao Li, Mengjie Xie · 2025 · IEEE Transactions on Geoscience and Remote Sensing · 19 citations

• A semantic framework for open processes

  P. Baldan, A. Bracciali, R. Bruni · 2007 · Theoretical Computer Science · 12 citations

• A Hierarchical Semantic Distillation Framework for Open-Vocabulary Object Detection

  Shenghao Fu, Junkai Yan, Qize Yang · 2025 · IEEE Transactions on Multimedia · 6 citations

• Expanding Open-Vocabulary Understanding for UAV Aerial Imagery: A Vision–Language Framework to Semantic Segmentation

  Bangju Huang, Junhui Li, Wuyang Luan · 2025 · Drones · 6 citations

• Ontology-Driven Semantic Enrichment Framework for Open Data Value Creation

  Oarabile Sebubi, Irina Zlotnikova, Hlomani Hlomani · 2023 · Data Science Journal · 3 citations

🆕 Influential since 2022

• Open-World Point Cloud Semantic Segmentation: A Human-in-the-Loop Framework

  Peng Zhang, Songru Yang, Jinsheng Sun · 2026 · IEEE Transactions on Circuits and Systems for Video Technology · 1 citations

• SAM-MI: A Mask-injected Framework for Enhancing Open-vocabulary Semantic Segmentation with SAM

  Lin Chen, Yingjian Zhu, Qi Yang · 2026 · Machine Intelligence Research · 1 citations

• SemanticSeg4EO: An open-source unified framework and QGIS plugin for semantic segmentation in Earth Observation

  Adrien Le Guillou · 2026 · SoftwareX · 1 citations

• PointPDF V2: A Unified Framework for Continual Open-World 3D Semantic Segmentation

  Jinfeng Xu, Xianzhi Li, Yixue Hao · 2026 · IEEE Transactions on Pattern Analysis and Machine Intelligence · 0 citations

• SAGE: Semantic-guided framework with decoupled optimization for open-vocabulary video visual relationship detection

  Shiqi Wang, Weiying Xue, Shuyi Hu · 2026 · Neural Networks · 0 citations

📚 Books worth reading

• Foundations and Practice of SecurityJoaquin Garcia-Alfaro · 2012
• The web application hacker's handbookDafydd Stuttard, Marcus Pinto · 2007
• Language & communication in IsraelHanna Herzog · 2000
• Semantic Web and Web ScienceJuanzi Li · 2013
• Process Support and Knowledge Representation in Health CareRichard Lenz · 2013
• Drupal 7 bibleRic Shreves · 2011
• Progress and New Trends in 3D Geoinformation SciencesJacynthe Pouliot · 2012
• Emerging Technologies for Information Systems, Computing, and ManagementW. Eric Wong · 2013

Ranked by number of editions on Open Library, a rough measure of how lasting a book is.

🔗 Related topics

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