Difference between revisions of "AY1516 T2 Team SkyTrek Project Management"

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==<div style="background: #95A5A6; line-height: 0.3em; font-family:helvetica;  border-left: #6C7A89 solid 15px;"><div style="border-left: #FFFFFF solid 5px; padding:15px;font-size:15px;"><font color= "#ffffff"><strong>Scope of Work</strong></font></div></div>==
 +
<p>
 +
As part of the Travel-News Traffic Optimization Project the team will be responsible for performing tasks throughout various stages of this project.  The following is a list of these tasks which will result in the successful completion of this project:
 +
</p>
 +
<p>Project Sourcing</p>
 +
<ul>
 +
<li>Meeting with prospective clients to understand project requirements
 +
<li>Team assessment of project feasibility
 +
<li>Project confirmation with client
 +
<li>Obtain dataset from client
 +
</ul>
 +
<p>Problem Definition</p>
 +
<ul>
 +
<li>Understanding business problem
 +
<li>Understanding analytical problems
 +
<li>Understanding analytical methodologies
 +
<li>Document all meeting minutes
 +
</ul>
 +
<p>Data Preparation</p>
 +
<ul>
 +
<li>Data cleaning
 +
<li>External data source crawling
 +
<li>Data merging
 +
<li>Data loading
 +
<li>Research on data analysis tools
 +
<li>Research data analysis methodologies
 +
</ul>
 +
<p>Data Exploration </p>
 +
<ul>
 +
<li>EDA analysis
 +
</ul>
 +
<p>Design phase</p>
 +
<ul>
 +
<li>Finalize business problem
 +
<li>Finalize analytical problems
 +
<li>Finalize analytical tools
 +
<li>Finalize analytical methodology
 +
</ul>
 +
<p>Implementation Phase</p>
 +
<ul>
 +
<li>Analysis
 +
<ul>
 +
<ul><li>Complete news article set analysis
 +
<ul><li>K means clustering
 +
<li>Cluster labelling
 +
<li>Cluster label – Client content theme (CT) analysis
 +
<ul>
 +
<li>Validation of present set of CT
 +
<li>Mapping of clusters to CT
 +
<li>CT metric analysis
 +
<ul>
 +
<li>Identification of top 3 CT
 +
<li>Z score comparison across CT
 +
</ul>
 +
</ul>
 +
</ul>
 +
 +
<li>Organic growth analysis
 +
<ul>
 +
<li>Attribute Metric Correlation modelling
 +
<li>Regression modelling
 +
</ul>
 +
<li>Paid source analysis
 +
<ul>
 +
<li>Data visualization and exploration
 +
<ul>
 +
<li>Identifying most valuable (UVP and ATOP) paid source
 +
</ul>
 +
<li>Odds ratio source switching sensitivity analysis
 +
</ul>
 +
<li>Titles Text Analysis
 +
<ul>
 +
<li>K means clustering
 +
<li>Cluster labelling
 +
<li>Cluster metric analysis
 +
<ul>
 +
<li>Identification of top 3 clusters
 +
<li>Z score comparison across clusters
 +
</ul>
 +
</ul>
 +
</ul>
 +
</ul>
 +
<li>Proposal report
 +
<li>Mid-term report
 +
<li>Final report
 +
</ul>
 +
 +
<p>Control & Monitoring</p>
 +
<ul>
 +
<li>Fortnight basis
 +
<ul>
 +
<li>Review with client
 +
<li>Review with Prof Kam
 +
</ul>
 +
<li>Weekly basis
 +
<ul>
 +
<li>Team meeting update
 +
<li>Wiki update
 +
</ul>
 +
</ul>
 
==<div style="background: #95A5A6; line-height: 0.3em; font-family:helvetica;  border-left: #6C7A89 solid 15px;"><div style="border-left: #FFFFFF solid 5px; padding:15px;font-size:15px;"><font color= "#ffffff"><strong>Schedule Gantt Chart</strong></font></div></div>==
 
==<div style="background: #95A5A6; line-height: 0.3em; font-family:helvetica;  border-left: #6C7A89 solid 15px;"><div style="border-left: #FFFFFF solid 5px; padding:15px;font-size:15px;"><font color= "#ffffff"><strong>Schedule Gantt Chart</strong></font></div></div>==
 
[[File:SkyTrek gantt chart v4.png|1440px|frameless|center|Gantt Chart - Update 16 Feb 2016]]
 
[[File:SkyTrek gantt chart v4.png|1440px|frameless|center|Gantt Chart - Update 16 Feb 2016]]

Revision as of 23:28, 28 February 2016

HOME

OVERVIEW

ANALYSIS

PROJECT MANAGEMENT

DOCUMENTATION

Scope of Work

As part of the Travel-News Traffic Optimization Project the team will be responsible for performing tasks throughout various stages of this project. The following is a list of these tasks which will result in the successful completion of this project:

Project Sourcing

  • Meeting with prospective clients to understand project requirements
  • Team assessment of project feasibility
  • Project confirmation with client
  • Obtain dataset from client

Problem Definition

  • Understanding business problem
  • Understanding analytical problems
  • Understanding analytical methodologies
  • Document all meeting minutes

Data Preparation

  • Data cleaning
  • External data source crawling
  • Data merging
  • Data loading
  • Research on data analysis tools
  • Research data analysis methodologies

Data Exploration

  • EDA analysis

Design phase

  • Finalize business problem
  • Finalize analytical problems
  • Finalize analytical tools
  • Finalize analytical methodology

Implementation Phase

  • Analysis
      • Complete news article set analysis
        • K means clustering
        • Cluster labelling
        • Cluster label – Client content theme (CT) analysis
          • Validation of present set of CT
          • Mapping of clusters to CT
          • CT metric analysis
            • Identification of top 3 CT
            • Z score comparison across CT
      • Organic growth analysis
        • Attribute Metric Correlation modelling
        • Regression modelling
      • Paid source analysis
        • Data visualization and exploration
          • Identifying most valuable (UVP and ATOP) paid source
        • Odds ratio source switching sensitivity analysis
      • Titles Text Analysis
        • K means clustering
        • Cluster labelling
        • Cluster metric analysis
          • Identification of top 3 clusters
          • Z score comparison across clusters
  • Proposal report
  • Mid-term report
  • Final report

Control & Monitoring

  • Fortnight basis
    • Review with client
    • Review with Prof Kam
  • Weekly basis
    • Team meeting update
    • Wiki update

Schedule Gantt Chart

Gantt Chart - Update 16 Feb 2016

Previous Versions

Gantt Chart - Update 23 Feb 2016
Gantt Chart - Update 16 Feb 2016
Gantt Chart - Update 10 Jan 2016
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