Human motion analysis: a review
Computer Vision and Image Understanding
Content analysis of the world wide web: opportunities and challenges
Social Science Computer Review
A Comparative Study on Feature Selection in Text Categorization
ICML '97 Proceedings of the Fourteenth International Conference on Machine Learning
Workflows for e-Science: Scientific Workflows for Grids
Workflows for e-Science: Scientific Workflows for Grids
Collective entity resolution in relational data
ACM Transactions on Knowledge Discovery from Data (TKDD)
HPC and Grid Computing for Integrative Biomedical Research
International Journal of High Performance Computing Applications
IAAI'07 Proceedings of the 19th national conference on Innovative applications of artificial intelligence - Volume 2
Principles for interactive acquisition and validation of workflows
Journal of Experimental & Theoretical Artificial Intelligence
Modeling and recognition of complex multi-person interactions in video
Proceedings of the 1st ACM international workshop on Multimodal pervasive video analysis
Activity recognition by integrating the physics of motion with a neuromorphic model of perception
WMVC'09 Proceedings of the 2009 international conference on Motion and video computing
Human activity analysis: A review
ACM Computing Surveys (CSUR)
Physics-based activity modelling in phase space
Proceedings of the Seventh Indian Conference on Computer Vision, Graphics and Image Processing
Wings: Intelligent Workflow-Based Design of Computational Experiments
IEEE Intelligent Systems
ISWC'11 Proceedings of the 10th international conference on The semantic web - Volume Part II
Seven bottlenecks to workflow reuse and repurposing
ISWC'05 Proceedings of the 4th international conference on The Semantic Web
A new approach for publishing workflows: abstractions, standards, and linked data
Proceedings of the 6th workshop on Workflows in support of large-scale science
Making data analysis expertise broadly accessible through workflows
Proceedings of the 6th workshop on Workflows in support of large-scale science
ESCIENCE '11 Proceedings of the 2011 IEEE Seventh International Conference on eScience
Machine Recognition of Human Activities: A Survey
IEEE Transactions on Circuits and Systems for Video Technology
Re-Using Workflow Fragments across Multiple Data Domains
SCC '12 Proceedings of the 2012 SC Companion: High Performance Computing, Networking Storage and Analysis
Structured analysis of the ISI Atomic Pair Actions dataset using workflows
Pattern Recognition Letters
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Analyzing web content, particularly multimedia content, for security applications is of great interest. However, it often requires deep expertise in data analytics that is not always accessible to non-experts. Our approach is to use scientific workflows that capture expert-level methods to examine web content. We use workflows to analyze the image and text components of multimedia web posts separately, as well as by a multimodal fusion of both image and text data. In particular, we re-purpose workflow fragments to do the multimedia analysis and create additional components for the fusion of the image and text modalities. In this paper, we present preliminary work which focuses on a Human Trafficking Detection task to help deter human trafficking of minors by thus fusing image and text content from the web. We also examine how workflow fragments save time and effort in multimedia content analysis while bringing together multiple areas of machine learning and computer vision. We further export these workflow fragments using linked data as web objects.