Everything about Agent mining

🧭 Start here: a 6-step reading path

1. Read the overview: Agent miningA 5-minute orientation
2. Skim a recent paper: Cooperative Task Offloading and Block Mining in Blockchain-Based Edge Computing With Multi-Agent Deep Reinforcement LearningInfluential work since 2022
3. Pick up a classic book: FreakonomicsThe most-reprinted book on the subject
4. Read the landmark paper: Sentiment Analysis: From Opinion Mining to Human-Agent InteractionCited 143 times
5. Go sideways: Longbing CaoA closely related topic
6. Go sideways: Multi-agent systemA closely related topic

🏆 Landmark papers (most cited)

• Sentiment Analysis: From Opinion Mining to Human-Agent Interaction

  Chloe Clavel, Zoraida Callejas · 2016 · IEEE Transactions on Affective Computing · 143 citations

• Agent Mining: The Synergy of Agents and Data Mining

  Longbing Cao, Vladimir Gorodetsky, Pericles A. Mitkas · 2009 · IEEE Intelligent Systems · 116 citations

• Research on internet information mining based on agent algorithm

  Shaofei Wu, Mingqing Wang, Yuntao Zou · 2018 · Future Generation Computer Systems · 108 citations

• Design and evaluation of a multi-agent collaborative Web mining system

  Michael Chau, Daniel Zeng, Hsinchun Chen · 2003 · Decision Support Systems · 60 citations

• A brief introduction to agent mining

  Longbing Cao, Gerhard Weiss, Philip S. Yu · 2012 · Autonomous Agents and Multi-Agent Systems · 37 citations

• Agent System Mining: Vision, Benefits, and Challenges

  Andrei Tour, Artem Polyvyanyy, Anna Kalenkova · 2021 · IEEE Access · 36 citations

• Data mining for agent reasoning: A synergy for training intelligent agents

  Andreas L. Symeonidis, Kyriakos C. Chatzidimitriou, Ioannis N. Athanasiadis · 2007 · Engineering Applications of Artificial Intelligence · 30 citations

• Distributed data mining on Agent Grid: Issues, platform and development toolkit

  Jiewen Luo, Maoguang Wang, Jun Hu · 2007 · Future Generation Computer Systems · 23 citations

🆕 Influential since 2022

• Cooperative Task Offloading and Block Mining in Blockchain-Based Edge Computing With Multi-Agent Deep Reinforcement Learning

  Dinh C. Nguyen, Ming Ding, Pubudu N. Pathirana · 2023 · IEEE Transactions on Mobile Computing · 115 citations

• Mechanism of micro-wetting of highly hydrophobic coal dust in underground mining and new wetting agent development

  Mingzhong Gao, Hongmei Li, Yun Zhao · 2023 · International Journal of Mining Science and Technology · 98 citations

• AgMTR: Agent Mining Transformer for Few-Shot Segmentation in Remote Sensing

  Hanbo Bi, Yingchao Feng, Yongqiang Mao · 2024 · International Journal of Computer Vision · 22 citations

• Genome Mining Reveals High Biosynthetic Potential of Biocontrol Agent Bacillus velezensis B.BV10

  Rosiana Bertê, Gustavo Manoel Teixeira, João Paulo de Oliveira · 2022 · Genes · 14 citations

• Towards integrating process mining with agent-based modeling and simulation: State of the art and outlook

  Rob H. Bemthuis, Sanja Lazarova-Molnar · 2025 · Expert Systems with Applications · 14 citations

📚 Books worth reading

• FreakonomicsSteven D. Levitt, Stephen J. Dubner · 2005
• Agents and Data Mining InteractionLongbing Cao · 2010
• Secrets in the HillsKathleen Ernst · 2006
• 📕Effect of nonionic surfactants on chalcopyrite leaching under dump chemical conditionsS. P. Sandoval · 1990
• 📕Collaborative Filtering Using Data Mining and AnalysisVishal Bhatnagar · 2016
• Knowledge mining using intelligent agentsSatchidananda Dehuri, Sung-Bae Cho · 2010
• Intelligent data engineering and automated learningIDEAL 2008 (2008 Taejŏn-si, Korea) · 2008
• Cognitive ThingsArvind Sathi · 2016

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

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