Design Principle

DP3 - Augment private data collections with additional privacy-preserving technologies

To ensure complete confidentiality of data, it is necessary to augment private data collections and channels with additional privacy-preserving technologies.

Overview

Producer metadata and the represented concept document.

Concept identity

design-knowledge/delivery-invoice-transparency-dp3

Open concept record

Producer label: DP3
Source paper: Overcoming the Data Transparency Trade-Off: Designing a Blockchain-Based Delivery Invoice System for the Construction Industry
Timestamp: 2026-08-05T00:00:00+00:00
Bundle path: design-knowledge/delivery-invoice-transparency-dp3.md

constructioncoopetitiondelivery-invoice-transparencydesign-principleinvoicingsupply-chain

Design principle DP3: Augment private data collections with additional privacy-preserving technologies

To ensure complete confidentiality of data, it is necessary to augment private data collections and channels with additional privacy-preserving technologies.

Source paper

This design principle is proposed by Overcoming the Data Transparency Trade-Off: Designing a Blockchain-Based Delivery Invoice System for the Construction Industry (Jonathan Lautenschlager, Jan Stramm, Tobias Guggenberger, Artur Roesch, Andre Schweizer, 2023).

Addresses

Linked concepts

Concepts connected by incoming or outgoing native Markdown links.

2 Design Objectives

design-knowledge/delivery-invoice-transparency-do1

DO1 - Secure data exchange

Ensure fundamentally secure data exchange within a decentralized infrastructure, focusing on the data-protection goals of confidentiality, integrity, availability and authenticity for delivery invoices.

constructioncoopetitiondelivery-invoice-transparencydesign-objective+2

design-knowledge/delivery-invoice-transparency-do3

DO3 - Competition

Account for the competition aspect of coopetition, using decentralized networks and access controls so that security, trust and transparency are strengthened without exposing competitively sensitive information.

constructioncoopetitiondelivery-invoice-transparencydesign-objective+2

1 Paper

papers/delivery-invoice-transparency

Overcoming the Data Transparency Trade-Off: Designing a Blockchain-Based Delivery Invoice System for the Construction Industry

The paper designs a blockchain-based delivery invoice system for construction that navigates the data-transparency trade-off of coopetition, structured around three design objectives (secure data exchange, collaboration, and competition) and derives three design principles from expert evaluation.

blockchainconstructioncoopetitiondelivery-invoice-transparency+3

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Overcoming the Data Transparency Trade-Off: Designing a Blockchain-Based Delivery Invoice System for the Construction Industry
Paper
Source
Overcoming the Data Transparency Trade-Off: Designing a Blockchain-Based Delivery Invoice System for the Construction Industry
Target
DP3 - Augment private data collections with additional privacy-preserving technologies
Link label
Design principle DP3: Augment private data collections with additional privacy-preserving technologies
Status
Resolved
Derived heading context: Design knowledge

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

Knowledge graph

4 of 4 concepts · 8 directed relationships

Concept types

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{
  "type": "design-principle",
  "title": "DP3 - Augment private data collections with additional privacy-preserving technologies",
  "description": "To ensure complete confidentiality of data, it is necessary to augment private data collections and channels with additional privacy-preserving technologies.",
  "resource": "https://aisel.aisnet.org/wi2023/78",
  "source_paper": "Overcoming the Data Transparency Trade-Off: Designing a Blockchain-Based Delivery Invoice System for the Construction Industry",
  "label": "DP3",
  "tags": [
    "delivery-invoice-transparency",
    "design-principle",
    "construction",
    "supply-chain",
    "coopetition",
    "invoicing"
  ]
}

Design Principle

DP3 - Augment private data collections with additional privacy-preserving technologies

To ensure complete confidentiality of data, it is necessary to augment private data collections and channels with additional privacy-preserving technologies.

Overview

Producer metadata and the represented concept document.

Concept identity

design-knowledge/delivery-invoice-transparency-dp3

Open concept record

Producer label: DP3
Source paper: Overcoming the Data Transparency Trade-Off: Designing a Blockchain-Based Delivery Invoice System for the Construction Industry
Timestamp: 2026-08-05T00:00:00+00:00
Bundle path: design-knowledge/delivery-invoice-transparency-dp3.md

constructioncoopetitiondelivery-invoice-transparencydesign-principleinvoicingsupply-chain

Design principle DP3: Augment private data collections with additional privacy-preserving technologies

To ensure complete confidentiality of data, it is necessary to augment private data collections and channels with additional privacy-preserving technologies.

Source paper

Addresses

Linked concepts

Concepts connected by incoming or outgoing native Markdown links.

Overcoming the Data Transparency Trade-Off: Designing a Blockchain-Based Delivery Invoice System for the Construction Industry

blockchainconstructioncoopetitiondelivery-invoice-transparency+3

Relationships

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

Outgoing links

Incoming backlinks

Overcoming the Data Transparency Trade-Off: Designing a Blockchain-Based Delivery Invoice System for the Construction Industry
Paper
Source
Overcoming the Data Transparency Trade-Off: Designing a Blockchain-Based Delivery Invoice System for the Construction Industry
Target
DP3 - Augment private data collections with additional privacy-preserving technologies
Link label
Design principle DP3: Augment private data collections with additional privacy-preserving technologies
Status
Resolved
Derived heading context: Design knowledge

Local graph

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

Knowledge graph

4 of 4 concepts · 8 directed relationships

Concept types

Raw metadata

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

Show producer frontmatter

{
  "type": "design-principle",
  "title": "DP3 - Augment private data collections with additional privacy-preserving technologies",
  "description": "To ensure complete confidentiality of data, it is necessary to augment private data collections and channels with additional privacy-preserving technologies.",
  "resource": "https://aisel.aisnet.org/wi2023/78",
  "source_paper": "Overcoming the Data Transparency Trade-Off: Designing a Blockchain-Based Delivery Invoice System for the Construction Industry",
  "label": "DP3",
  "tags": [
    "delivery-invoice-transparency",
    "design-principle",
    "construction",
    "supply-chain",
    "coopetition",
    "invoicing"
  ]
}