IMMM 2014, The Fourth International Conference on Advances in Information Mining and Management

Type: conference

Notes: IARIA Conference.

Editors:
Andreas Schmidt, Karlsruhe University of Applied Sciences, Germany
Abdulrahman Yarali, Murray State University, USA

ISSN: 2326-9332

ISBN: 978-1-61208-364-3

Location: Paris, France

Dates: from July 20, 2014 to July 24, 2014

Articles: there are 20 articles

Semantic Tools for Forensics: Towards Finding Evidence in Short Messages
Michael Spranger, Eric Zuchantke, and Dirk Labudde
keywords: forensic, short message, German, text processing

Class Stength Prediction Method for Associative Classification
Suzan Ayyat, Joan Lu, and Fadi Thabtah
keywords: associative classification; data mining; prediction phase

A Concept-based Feature Extraction Approach
Ray Hashemi, Azita Bahrami, Nicholas Tyler, and Matthew Antonelli
keywords: b-concept; Concept expansion; Concept Analysis; Data Mining; Prediction Systems; and Crystallizing Prediction Rules

A Multi-Factor HMM-Based Forecasting Model for Fuzzy Time Series
Hui-Chi Chuang, Wen-Shin Chang, and Sheng-Tun Li
keywords: fuzzy time series; forecasting; hidden Markov model (HMM).

The Group Strategic Knowledge Mining Model for Telecom Power Infrastructure
Sheng-Tun Li and Wei-Chien Chou
keywords: Telecom power infrastructure; fuzzy modified Delphi method; multiple criteria decision making; fuzzy aggregation method

What Grammar Tells About Gender and Age of Authors
Michael Tschuggnall and Günther Specht
keywords: Author Profiling; Text Classification; Grammar Trees; Machine Learning

Semantic Mining and Analysis of Heterogeneous Data for Novel Intelligence Insights
Rick Adderley, Patrick Seidler, Atta Badii, Marco Tiemann, Federico Neri, and Matteo Raffaelli
keywords: Data Mining; Text Mining; Entity Recognition and Resolution; Social and Criminal Network Analysis; Semantic Interoperability

Wireless Transmission of Stereo Images and its Disparity Levels
Apurva Naik, Keshav Velhal, Kunal Shah, Pratik Raut, and Arti Khaparde
keywords: ZIGBEE; Darwinian Particle Swarm Optimization; ROBOT.

Improving Digital Forensics Through Data Mining
Chrysoula Tsochataridou, Avi Arampatzis, and Vasilios Katos
keywords: Digital Forensics; Email Analysis;Text Mining; Clustering; Weka; Simple K-means.

Towards Custom-Designed Professional Training Contents and Curriculums through Educational Process Mining
Awatef Hicheur Cairns, Billel Gueni, Mehdi Fhima, Andrew Cairns, Stéphane David, and Nasser Khelifa
keywords: Process Mining; Educational Data Mining; Curriculum Mining; Key Performance Indicators; ProM

A Distribution for Service Model
Silvia Maria Prado Prado, Louzada Francisco, José Gilberto Rinaldi, and Benedito Benze
keywords: Conway-Maxwell-Poisson distribution; MINCOMPE distribution; minimum service time

Compressed SIFT Feature Based Matching
Shmuel Tomi Klein and Dana Shapira
keywords: Data Compression; Feature vectors; SIFT; Fibonacci code

Privacy friendly Mobile Intelligent Advertising Framework
Preethi Kamarathi Satishchandra, Sanjay Addicam, and Kalpana Algotar
keywords: Mobile; Intelligent Advertising Framework; Digital Signs; Data Mining; Lifestyle Analysis; Privacy.

Data Leakage Detection Using Information Retrieval Methods
Adrienn Skrop
keywords: data leakage; interaction information retrtieval; hyperbolic information-retrieval; cryptography

Document Retrieval in Big Data
Feifei Pan
keywords: Document Retrieval; Locality Sensitive Hashing; Big Data

Bag-of-Features Tagging Approach for a Better Recommendation with Social Big Data
Ming Cheung and James She
keywords: game; inactiveness; operational data; friendship; social; purchase

Trace Analysis Exploration Using Semantic Web Tools Use Case: You Tube Network Traffic
Oscar Alberto Santana Alvarez, Liliana Ibeth Barbosa Santillán, and Gerardo Padilla Zárate
keywords: Network Traffic Traces; Semantic Analysis; Local Area Networks.

A SQL-based Context Query Language for Context-aware Systems
Penghe Chen, Shubhabrata Sen, Hung Keng Pung, and Wai Choong Wong
keywords: context; context-awareness; context query language; SQL-based; context data management; context provision and acquisition; ubiquitous computing.

A Mobile Learning Framework on Cloud Computing Platforms
Wei Guo and Joan Lu
keywords: cloud computing; mobile devices; service set; big data.

Link Analysis among Sightseeing Spots based on Geo-Image Analysis --Towards Majority-based Route Recommendation in Sightseeing--
Kohei Tashiro, Atsushi Shimada, Hajime Nagahara, and Rin-ichiro Taniguchi
keywords: user-generated contents, big data analysis, sightseeing spot, sightseeing links, characteristic analysis