Category: DATA MINING PROJECT TOPICS AND MATERIALS

BIG DATA ANALYTICS – TELECOMMUNICATION APPROACH. A CASE STUDY OF MTN NIGERIA INTRODUCTION BACKGROUND OF THE STUDY Database is the set of related data and the system it is …

THE FUTURE OF DATABASE MANAGEMENT IN THE ERA OF BIG DATA AND CLOUD COMPUTING IN NIGERIA. INTRODUCTION BACKGROUND OF THE STUDY Database is the set of related data and …

Cold-Start Recommendation with Provable Guarantees: A Decoupled Approach Abstract: Although the matrix completion paradigm provides an appealing solution to the collaborative filtering problem in recommendation systems, some major issues, …

QUANTIFYING POLITICAL LEANING FROM TWEETS, RE TWEETS, AND RE TWEETERS TABLE OF CONTENT Title page- – – – – – – – – i Approval page – – – …

RSkNN: kNN Search on Road Networks by Incorporating Social Influence Abstract: Although k NN search on a road network Gr , i.e., finding k nearest objects to a query user q on Gr , has been extensively studied, existing …

Cross-Domain Sentiment Classification Using Sentiment Sensitive Embeddings Abstract: Unsupervised Cross-domain Sentiment Classification is the task of adapting a sentiment classifier trained on a particular domain ( source domain ), …

Efficient R-Tree Based Indexing Scheme for Server-Centric Cloud Storage System Abstract: Cloud storage system poses new challenges to the community to support efficient concurrent querying tasks for various data-intensive …

kNNVWC: An Efficient k-Nearest Neighbours Approach based on Various-Widths Clustering Abstract The k-nearest neighbor approach (k-NN) has been extensively used as a powerful non-parametric technique in many scientific and …

Mining User-Aware Rare Sequential Topic Patterns in Document Streams Abstract: Textual documents created and distributed on the Internet are ever changing in various forms. Most of existing works are …

Nearest Keyword Set Search in Multi-Dimensional Datasets Abstract Keyword-based search in text-rich multi-dimensional datasets facilitates many novel applications and tools. In this paper, we consider objects that are tagged …

Practical Approximate k Nearest Neighbor Queries with Location and Query Privacy Abstract: In mobile communication, spatial queries pose a serious threat to user location privacy because the location of …

Top-Down XML Keyword Query Processing Abstract: Efficiently answering XML keyword queries has attracted much research effort in the last decade. The key factors resulting in the inefficiency of existing …

Private Over-Threshold Aggregation Protocols over Distributed Datasets Abstract: In this paper, we revisit the private over-threshold data aggregation problem. We formally define the problem’s security requirements as both data …

User-Service Rating Prediction by Exploring Social Users’ Rating Behaviors Abstract With the boom of social media, it is a very popular trend for people to share what they are …

Crowdsourcing for top-K query processing over uncertain data Abstract: Both social media and sensing infrastructures are producing an unprecedented mass of data characterized by their uncertain nature, due to …

Efficient Cache-Supported Path Planning on Roads (Extended Abstract Abstract: Owing to the wide availability of the global positioning system (GPS) and digital mapping of roads, road network navigation services …

Trust-but-Verify: Verifying Result Correctness of Outsourced Frequent Itemset Mining in Data-Mining-As-a-Service Paradigm Abstract Cloud computing is popularizing the computing paradigm in which data is outsourced to a third-party service …