Design Goal

DG1 - Useful integration of certified data assets

Implement a useful integration of certified data assets into the chat.

Design GoalOpen source resource ↗

Overview

Producer metadata and the represented concept document.

Concept identity

design-knowledge/certified-data-chats-used-cars-dg1

Open concept record

Producer label: DG1
Source paper: Certified data chats for future used car markets
Timestamp: 2026-07-16T00:00:00+00:00
Bundle path: design-knowledge/certified-data-chats-used-cars-dg1.md

certified-data-chats-used-carschatdata-marketdesign-goalnegotiationused-car-market

Design goal DG1: Useful integration of certified data assets

Implement a useful integration of certified data assets into the chat.

Source paper

This design goal is proposed by Certified data chats for future used car markets (Andreas Engelmann, Gerhard Schwabe, 2024).

Citations

[1] Andreas Engelmann, Gerhard Schwabe. Certified data chats for future used car markets. Electronic Markets 34:45 (2024). https://doi.org/10.1007/s12525-024-00725-z (opens in a new tab) [2] Source document: Certified data chats for future used car markets.pdf

Linked concepts

Concepts connected by incoming or outgoing native Markdown links.

Design Principle

Design Principle1

Design Principle

design-knowledge/certified-data-chats-used-cars-dp1

DP1 - Certified data provision

Provide certified data to negotiating sellers and buyers in a certified data area, so that both parties can consider the car data credible and trustworthy, increasing market transparency.

certified-data-chats-used-carschatdata-marketdesign-principle+2

Paper

Paper1

Paper

papers/certified-data-chats-used-cars

Certified data chats for future used car markets

The study designs a certified data chat that integrates blockchain-based certified car data into negotiation, guided by three design goals and three design principles (certified data provision, selective information disclosure, and data presentation as overview and within conversation), and evaluates it in an experimental market game.

blockchaincertified-data-chats-used-carschatdata-market+3

Relationships

Directed links from Markdown. Heading context is displayed as derived metadata, not as a formal OKF predicate.

Outgoing links

Certified data chats for future used car markets
Paper
Source
DG1 - Useful integration of certified data assets
Target
Certified data chats for future used car markets
Link label
Certified data chats for future used car markets
Status
Resolved
Derived heading context: Source paper

Incoming backlinks

Local graph

One-hop by default, with an optional bounded two-hop view. Nodes are concept files and arrows are Markdown links.

Knowledge graph

3 of 3 concepts · 5 directed relationships

Concept types

Design GoalSeed

DG1 - Useful integration of certified data assets

Bundle identity

Concept ID: design-knowledge/certified-data-chats-used-cars-dg1
Markdown path: design-knowledge/certified-data-chats-used-cars-dg1.md
Producer label: DG1
Native type: design-goal

Markdown summary

Design goal DG1: Useful integration of certified data assets Implement a useful integration of certified data assets into the chat. Source paper This design goal is proposed by Certified data chats for future used car markets (Andreas Engelmann, Gerhard Schwabe, 2024). Citations [1] Andreas Engelmann, Gerhard Schwabe. Certified data chats for future used car markets. Electronic Markets 34:45 (2024). https://doi.org/10.1007/s12525-024-00725-z [2] Source document: Certified data chats for future used car markets.pdf

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{
  "type": "design-goal",
  "title": "DG1 - Useful integration of certified data assets",
  "description": "Implement a useful integration of certified data assets into the chat.",
  "resource": "https://doi.org/10.1007/s12525-024-00725-z",
  "source_paper": "Certified data chats for future used car markets",
  "label": "DG1",
  "tags": [
    "certified-data-chats-used-cars",
    "design-goal",
    "used-car-market",
    "data-market",
    "negotiation",
    "chat"
  ],
  "timestamp": "2026-07-16T00:00:00+00:00"
}

Design Goal

DG1 - Useful integration of certified data assets

Implement a useful integration of certified data assets into the chat.

Design GoalOpen source resource ↗

Overview

Producer metadata and the represented concept document.

Concept identity

design-knowledge/certified-data-chats-used-cars-dg1

Open concept record

Producer label: DG1
Source paper: Certified data chats for future used car markets
Timestamp: 2026-07-16T00:00:00+00:00
Bundle path: design-knowledge/certified-data-chats-used-cars-dg1.md

certified-data-chats-used-carschatdata-marketdesign-goalnegotiationused-car-market

Design goal DG1: Useful integration of certified data assets

Implement a useful integration of certified data assets into the chat.

Source paper

This design goal is proposed by Certified data chats for future used car markets (Andreas Engelmann, Gerhard Schwabe, 2024).

Citations

Linked concepts

Concepts connected by incoming or outgoing native Markdown links.

Design Principle

Design Principle1

Design Principle

design-knowledge/certified-data-chats-used-cars-dp1

DP1 - Certified data provision

Provide certified data to negotiating sellers and buyers in a certified data area, so that both parties can consider the car data credible and trustworthy, increasing market transparency.

certified-data-chats-used-carschatdata-marketdesign-principle+2

Paper

Paper1

Paper

papers/certified-data-chats-used-cars

Certified data chats for future used car markets

blockchaincertified-data-chats-used-carschatdata-market+3

Relationships

Directed links from Markdown. Heading context is displayed as derived metadata, not as a formal OKF predicate.

Outgoing links

Certified data chats for future used car markets
Paper
Source
DG1 - Useful integration of certified data assets
Target
Certified data chats for future used car markets
Link label
Certified data chats for future used car markets
Status
Resolved
Derived heading context: Source paper

Incoming backlinks

Local graph

One-hop by default, with an optional bounded two-hop view. Nodes are concept files and arrows are Markdown links.

Knowledge graph

3 of 3 concepts · 5 directed relationships

Concept types

Design GoalSeed

DG1 - Useful integration of certified data assets

Bundle identity

Concept ID: design-knowledge/certified-data-chats-used-cars-dg1
Markdown path: design-knowledge/certified-data-chats-used-cars-dg1.md
Producer label: DG1
Native type: design-goal

Markdown summary

Raw metadata

The complete producer frontmatter, serialized without server paths or runtime data.

Show producer frontmatter

{
  "type": "design-goal",
  "title": "DG1 - Useful integration of certified data assets",
  "description": "Implement a useful integration of certified data assets into the chat.",
  "resource": "https://doi.org/10.1007/s12525-024-00725-z",
  "source_paper": "Certified data chats for future used car markets",
  "label": "DG1",
  "tags": [
    "certified-data-chats-used-cars",
    "design-goal",
    "used-car-market",
    "data-market",
    "negotiation",
    "chat"
  ],
  "timestamp": "2026-07-16T00:00:00+00:00"
}