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HOJOON KWEON
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  • ATHLETICS
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HOJOON KWEON
  • HOME
  • ROADMAP
  • INVOLVEMENTS
    • Technical Sales Engineer
      • Sales Engineering
    • Account Executive Intern
      • Tech Sales Diagram
      • Partner Program
      • Container and Kubernetes
      • OpenShift and Hybrid Cloud
      • Business Value Framework
    • Social Media Specialist Intern
      • Social Media Management
      • Evaluating Effectiveness
    • Experimental Data Analyst
      • Research Components
      • Hypothesis Testing
      • Experimental Design
      • Data Collection
      • Statistical Analysis
      • Research Set-Up
    • Behavioral Research Assistant
      • Behavioral Research
    • KSEA-YG UC San Diego
      • Organizational Leadership
      • Trust and Power
      • Innovation and Motivation
      • Decision-Making Rights
      • Role of a Leader
    • UCSD Speech and Debate
      • Verbal Communication
  • ACADEMICS
    • UC San Diego
      • Senior Year [Current]
        • MGT 71 *
        • MGT 111 *
        • MGT 151R *
        • MGT 153 *
        • MGT 181 *
        • MGT 3 *
        • MGT 105
        • PHIL 158
        • MATH 20C *
      • Junior Year
        • GPIM 420 *
        • MGT 171R *
        • MGT 107 *
        • MGT 164 *
        • MGT 166 *
        • MGT 172
        • MGT 106
        • MGT 108R
      • Sophomore Year
        • MGT 103
        • INTL 102
        • INTL 101
        • DSC 20
        • * MATH 18
        • COGS 9
        • MATH 20B
      • Freshman Year
        • DSC 10
        • MGT 5
        • MGT 4
    • Academic Certifications
      • IT Ecosystem
        • IT Fundamentals
        • LLM and Agentic AI
        • Cloud Computing
        • Semiconductor
      • IBM Portfolio
        • IBM Quantum
        • Software
          • Watsonx AI
          • Data and Analytics
          • Technology Business Management
          • Integration
          • DevOps
        • Infrastructure
          • Mainframe
          • Power
          • Storage
        • Acquisition
          • Confluent
          • HashiCorp
          • Red Hat
      • Sales Process
        • Red Hat Sales Training
        • IBM Sales Training
        • Salesforce CRM
        • Prospecting
      • Data Analytics
        • Data Analytics
        • Microsoft Power BI
        • Programming
        • Marketing Analytics
      • Ad Technology
        • The Trade Desk
        • Google Analytics
        • Google Ads
        • Amazon Ads
  • PROJECTS
    • Personal Projects
      • Business
        • The Dao of the Merchant
        • The Hard Thing About Hard Things
        • Delivering Happiness
        • The Prince
        • Psychology of Persuasion
        • You Can Negotiate Anything
        • Romance of the Three Kingdoms
        • The Art of War
        • Sapiens: A Brief History of Humankind
        • Homo Deus: A Brief History of Tomorrow
      • Philosophy
        • Laozi
        • Zhuangzi
        • Mozi
        • Kongzi
        • Mencius
        • Xunzi
        • Han Feizi
        • Sun Tzu
        • Socrates
        • Plato
        • Aristotle
        • Siddhartha Gautama
        • Karl Marx
        • John Locke
        • Friedrich Nietzche
      • Golf
        • Iron
        • Driver
        • Hybrid
        • Wedge
        • Putter
      • Productivity
        • Workout Routine
        • Circadian Rhythm
        • Weekly Schedule
        • Information Organization
    • Technology Projects
      • Marketing Technology
        • MarComm Campaign
        • Remarketing Method
      • Artificial Intelligence
      • Cloud Infrastructure
      • Quantum Computing
      • System Semiconductor
      • Memory Semiconductor
    • Career Projects
      • Interview Preparation
      • Personal Reflection
      • Job Applications
      • GRE Preparation
  • ATHLETICS
  • RESUME
  • More
    • HOME
    • ROADMAP
    • INVOLVEMENTS
      • Technical Sales Engineer
        • Sales Engineering
      • Account Executive Intern
        • Tech Sales Diagram
        • Partner Program
        • Container and Kubernetes
        • OpenShift and Hybrid Cloud
        • Business Value Framework
      • Social Media Specialist Intern
        • Social Media Management
        • Evaluating Effectiveness
      • Experimental Data Analyst
        • Research Components
        • Hypothesis Testing
        • Experimental Design
        • Data Collection
        • Statistical Analysis
        • Research Set-Up
      • Behavioral Research Assistant
        • Behavioral Research
      • KSEA-YG UC San Diego
        • Organizational Leadership
        • Trust and Power
        • Innovation and Motivation
        • Decision-Making Rights
        • Role of a Leader
      • UCSD Speech and Debate
        • Verbal Communication
    • ACADEMICS
      • UC San Diego
        • Senior Year [Current]
          • MGT 71 *
          • MGT 111 *
          • MGT 151R *
          • MGT 153 *
          • MGT 181 *
          • MGT 3 *
          • MGT 105
          • PHIL 158
          • MATH 20C *
        • Junior Year
          • GPIM 420 *
          • MGT 171R *
          • MGT 107 *
          • MGT 164 *
          • MGT 166 *
          • MGT 172
          • MGT 106
          • MGT 108R
        • Sophomore Year
          • MGT 103
          • INTL 102
          • INTL 101
          • DSC 20
          • * MATH 18
          • COGS 9
          • MATH 20B
        • Freshman Year
          • DSC 10
          • MGT 5
          • MGT 4
      • Academic Certifications
        • IT Ecosystem
          • IT Fundamentals
          • LLM and Agentic AI
          • Cloud Computing
          • Semiconductor
        • IBM Portfolio
          • IBM Quantum
          • Software
            • Watsonx AI
            • Data and Analytics
            • Technology Business Management
            • Integration
            • DevOps
          • Infrastructure
            • Mainframe
            • Power
            • Storage
          • Acquisition
            • Confluent
            • HashiCorp
            • Red Hat
        • Sales Process
          • Red Hat Sales Training
          • IBM Sales Training
          • Salesforce CRM
          • Prospecting
        • Data Analytics
          • Data Analytics
          • Microsoft Power BI
          • Programming
          • Marketing Analytics
        • Ad Technology
          • The Trade Desk
          • Google Analytics
          • Google Ads
          • Amazon Ads
    • PROJECTS
      • Personal Projects
        • Business
          • The Dao of the Merchant
          • The Hard Thing About Hard Things
          • Delivering Happiness
          • The Prince
          • Psychology of Persuasion
          • You Can Negotiate Anything
          • Romance of the Three Kingdoms
          • The Art of War
          • Sapiens: A Brief History of Humankind
          • Homo Deus: A Brief History of Tomorrow
        • Philosophy
          • Laozi
          • Zhuangzi
          • Mozi
          • Kongzi
          • Mencius
          • Xunzi
          • Han Feizi
          • Sun Tzu
          • Socrates
          • Plato
          • Aristotle
          • Siddhartha Gautama
          • Karl Marx
          • John Locke
          • Friedrich Nietzche
        • Golf
          • Iron
          • Driver
          • Hybrid
          • Wedge
          • Putter
        • Productivity
          • Workout Routine
          • Circadian Rhythm
          • Weekly Schedule
          • Information Organization
      • Technology Projects
        • Marketing Technology
          • MarComm Campaign
          • Remarketing Method
        • Artificial Intelligence
        • Cloud Infrastructure
        • Quantum Computing
        • System Semiconductor
        • Memory Semiconductor
      • Career Projects
        • Interview Preparation
        • Personal Reflection
        • Job Applications
        • GRE Preparation
    • ATHLETICS
    • RESUME

  

PAGE

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Marketing Technology

  

NEXT

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 ⟐ MARKETING COMMUNICATIONS WORKFLOW ⟐ 

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MARKETING COMMUNICATIONS CAMPAIGN WORKFLOW [ACTION PLAN] DIAGRAM

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MARKETING COMMUNICATION CAMPAIGN EXPLANATION VIDEO

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LINK TO VIDEO PRESENTATION : MARCOMM CAMPAIGN ACTION PLAN

A

 ⟐ REMARKETING [COOKIE MAPPING] DIAGRAM ⟐ 

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REMARKETING [COOKIE-MAPPING] DIAGRAM [IN-PROGRESS]

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REMARKETING [COOKIE MAPPING] VIDEO

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LINK TO VIDEO PRESENTATION : REMARKETING [COOKIE-MAPPING]

A

 ⟐ PROGRAMMATIC BUYING DIAGRAM ⟐ 

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PROGRAMMATIC BUYING [REAL-TIME BIDDING] DIAGRAM [IN-PROGRESS]

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 ⟐ PAYPAL PAYMENT DATA DIAGRAM ⟐ 

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PAYMENT DATA ADVERTISING [IN-PROGRESS]

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 ⟐ EVALUATE EFFECTIVENESS WITH AB TESTING ⟐ 

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EVALUATING EFFECTIVENESS TO OPTIMIZE WITH AB TESTING [IN-PROGRESS]

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AB TESTING EXPLANATION VIDEO

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LINK TO VIDEO PRESENTATION : AB TESTING

 ⟐ MEDIA CHANNELS METRICS STANDARDIZATION ⟐ 

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MEDIA CHANNELS METRICS STANDARDIZATION

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CHANNEL STANDARDIZATION EXPLANATION VIDEO

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LINK TO VIDEO PRESENTATION : CHANNEL STANDARDIZATION

⟐ DIAGRAMS - DIGITAL MARKETING COMMUNICATIONS ⟐

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STRENGTHS OF DIGITAL ADVERTISING

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DIGITAL ADVERTISING TEAM STRUCTURE

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MEDIA PLANNING & MEDIA OPERATION

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EVERCHANGING AD INDUSTRY

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COMMUNICATION CAMPAIGN DECISIONS

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COMMUNICATION CREATIVE METHODS

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STEPS OF MARKETING CAMPAIGNS

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DIGITAL MARKETING OVERVIEW

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CUSTOMER RETENTION & CUSTOMER ACQUISITION

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⟐ DIAGRAMS - MARKETING PRINCIPLES AND PROCEDURE ⟐

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HOLISTIC MARKETING PROCEDURE

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STP FRAMEWORK - SEGMENTATION & TARGETING

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STP FRAMEWORK: POSITIONING

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MARKETING MIX IN DIGITAL ERA

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B2C MARKETING EXAMPLE - PROCTER & GAMBLE ANALYSIS

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⟐ DIAGRAMS - DATA ANALYTICS PROCESSES IN MARKETING ⟐

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PHASES OF DATA ANALYTICS & DATA SCIENCE

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USES OF MARKETING ANALYTICS

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⟐ ARTICLES - TARGETING TECHNIQUES AND USER DATA PRIVACY ⟐


DESCRIPTION


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THE IMPACT OF USER DATA PRIVACY POLICIES ON RETARGETING AND THE FUTURE OF DIGITAL ADS [03/28/24]

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Starting in the early 2000s, the strategy of retargeting–also referred to as remarketing–has entirely innovated the advertisement industry with a vast increase in effectiveness. By retargeting the audiences who showed initial interest, the strategy has achieved 147% increase in conversion rate, 400% increase in engagement rate, and 1046% increase in brand search compared to regular ads. Starting from display ads, retargeting supported with its breakthrough results has emerged in nearly all digital channels including Search Ads, Social Media Ads, Email Ads, and Video Ads. In fact, companies usually spend 10% to 30% of their total digital advertising budget solely on retargeting given its ability to accurately customize and personalize messages.

However, retargeting recently encountered weighty obstacles surrounding concerns about data privacy policies. For a brief explanation, the conventional mechanism of retargeting tracks user history and behavior with third-party cookies in browsers and device identifiers for devices. In 2020, Apple announced IOS 14 and IPadOS 14 which began to ask users with a dialogue box whether their users want to opt in or opt out for being tracked by the apps. This new policy has resulted in 75% of Apple device users to disallow any tracking activities using their device IDs. Since the business model of Facebook has been profiting 94% from mobile ads, which heavily relied on data collection using device IDs, Apple’s new policy cost Facebook $12 Billion in ad revenue. This phenomenon is also happening in web browsers. Chrome is currently working to phase out third-party cookies to protect users from cross-site tracking activities by advertisers. The increasing effort of disallowing user data tracking by the largest digital channels is quickly reducing information from the majority of potential customers.

In the next few years where the most powerful targeting technique is continuously losing its unique strength, I strongly believe that there will be innovation in the digital advertising field with the use of first-party data. First, companies should begin to concentrate on finding relevant relationships between advertisement decisions and conversion paths. If companies can achieve this accurately, they can directly find out which ad choices resulted in most conversions or sales. The current attribution model and marketing mix model possess limitations in finding the exact connections, but developing methods of modeling will elevate the accuracy significantly higher. Second, machine learning can be used to overcome the challenges of data privacy policies. Even with an absence of third-party data, machine learning can create similar performance solely with first-party data. Machine learning has a capability to model from existing projects and create an optimized solution which benefits the most in performance. Moloco actually implemented this with Deep Neural Network, which enables to find powerful signals in available data from only first-party data. This allows ads to keep the high performance of retargeting by utilizing owned data more exploratively without tracking the user behavior from other sources.

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WAYS OF OPTIMIZING A MARKETING COMMUNICATIONS CAMPAIGN

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* Evaluating Effectiveness With AB Testing

* Media Channel Metrics Normalization and Budget Distribution

* Media Channel Personalization Tech (retargeting, RTB, segmentation, Ad Recommendation Algorithm, i.e., how do channels choose who to show Ads?)

* Consumer Research —> STP —> Message —> Mission

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