IMMM 2015, The Fifth International Conference on Advances in Information Mining and Management

Type: conference

Notes: IARIA Conference.

Editors:
Christian Ernst, Ecole des Mines de St Etienne - Gardanne, France
Andreas Schmidt, Karlsruhe University of Applied Sciences, Germany

ISSN: 2326-9332

ISBN: 978-1-61208-415-2

Location: Brussels, Belgium

Dates: from June 21, 2015 to June 26, 2015

Articles: there are 16 articles

Closed Frequent Itemset Mining over Fast Data Stream Based on Hadoop
Shan Jicheng and Liu Qingbao
keywords: data stream; closed frequent itemsets; mapreduce.

Robustness of Bisecting k-means Clustering-based Collaborative Filtering Algorithm
Alper Bilge and Huseyin Polat
keywords: robustness; shilling; clustering; recommendation

Analyzing and Improving Educational Process Models using Process Mining Techniques
Awatef Hicheur Cairns, Billel Gueni, Joseph Assu, Christian Joubert, and Nasser Khelifa
keywords: Educational Process Mining; Conformance Ckecking; Decision Mining; Performance Analysis; ProM

Streamlining the Detection of Accounting Fraud through Web Mining and Interpretable Internal Representations
Duarte Trigueiros and Carolina Sam
keywords: Type of Information Mining; Knowledge Extraction; Accounting Fraud Mining

Exponential Moving Maximum Filter for Predictive Analytics in Network Reporting
Bin Yu, Les Smith, and Mark E. Threefoot
keywords: predictive analytics; trend forecasting; networking reporting; time series data; sequential pattern mining

Automatic KDD Data Preparation Using Multi-criteria Features
Youssef Hmamouche, Christian Ernst, and Alain Casali
keywords: Data Mining; Data Preparation; Outliers; Discretization Methods

Towards Predictive Policing: Knowledge-based Monitoring of Social Networks
Michael Spranger, Florian Heinke, Steffen Grunert, and Dirk Labudde
keywords: forensic; text processing; resilience engineering

Real-time Partition of Streamed Graphs for Data Mining Over Large Scale Data
Víctor Medel and Unai Arronategui
keywords: Big Graphs; Data Streaming; Graph Partition; Sampling.

Sketch of Big Data Real-Time Analytics Model
Bakhtiar Amen and Joan Lu
keywords: Keywords - Big Data Analytics; Real-time Analytics; Big Data state-of-the-art

Augmenting Data Files with Semantics for Coherency, Extensibility, and Reproducibility
John McCloud and Subhasish Mazumdar
keywords: Knowledge Representation; Comprehension; Semantics; Bioinformatics

Automatically Triggering Activity and Product Predictions in Mobile Phone Based on Individual’s Activity
Kalpana Algotar and Sanjay Addicam
keywords: Text-Rank Algorithm; Multimap; Adjacency List; Internal Prediction; External Prediction

Recommender Systems for Museums: Evaluation on a Real Dataset
Ivan Keller and Emmanuel Viennet
keywords: Recommender Systems, Social Networks, Museum

An Extensible Conceptual Model for Tabular Scientific Datasets
Javad Chamanara, Michael Owonibi, Alsayed Algergawy, and Roman Gerlach
keywords: Scientific data; Dataset structure; Biodiversity data

Context-aware Healthcare Dataset- A Case Study from Pakistan
Shahid Mahmud, Rahat Iqbal, and Faiyaz Doctor
keywords: Context-aware, socio-economic, cultural, geographical, data visualization, and predictive modelling.

Query Acceleration in Multimedia Database Systems
Ramzi Haraty and Rawa Karaki
keywords: multimedia; bit vectors; query accelerations