Direction, evidence grade, and study type are AI-generated labels (gpt-5-mini), not human-verified. Syntheses are LLM-written. "Tensions" are machine-detected candidates, not confirmed contradictions. A research-acceleration tool, not peer review.
How this is built →
2Distinct papers
6Unique collaborators
2/2OpenAlex citation coverage
Publication span: 2026. Corpus fetch span: 2026.
Identity provenance
Provider IDs
- Openalex:
A5029279880
ORCID evidence
Observed aliases (2)
- Constantinos Halkiopoulos (openalex, provider refresh)
- Constantinos Halkiopoulos (openalex, source metadata)
Topics and outcomes in this view
Assessment themes
- Adoption: 2 papers
- Governance: 2 papers
- Productivity: 2 papers
- Innovation: 1 paper
Claim outcomes
- Adoption Rate: 2 papers
- Governance And Regulation: 2 papers
- Organizational Efficiency: 2 papers
- Firm Revenue: 2 papers
- Decision Quality: 1 paper
- Task Completion Time: 1 paper
- Ai Safety And Ethics: 1 paper
- Error Rate: 1 paper
- Firm Productivity: 1 paper
- Other: 1 paper
- Skill Acquisition: 1 paper
Papers in the OpenAlex view
Latest stored OpenAlex author observations only. Citation counts below are from the same provider and are not combined with other services.
Scroll the table horizontally to see every column.
| Paper | Author evidence | Date | Provider citations |
|---|---|---|---|
| Big Data and machine learning are reshaping tourism—improving forecasting, pricing and customer targeting—but firms don’t automatically reap gains: performance depends less on scale or years of tech use than on strategic alignment, data governance and technical readiness.openalex | Constantinos Halkiopoulos provider id |
2026-02-21 | 0 |
| Industry 4.0 is converting accounting into real-time operational intelligence: AI and blockchain lift fraud-detection rates into the mid-80s–90s and cut audit cycles by roughly 40–60%, while edge computing and digital twins enable much faster compliance and forecasting; however, significant cybersecurity risks, GDPR-related barriers, workforce deficits and six-figure to million-dollar implementation costs are slowing broad adoption.openalex | Constantinos Halkiopoulos provider id |
2026-01-22 | 5 |
Citation observation summary
OpenAlex supplied counts for 2 of 2 papers in this view; 0 are missing. The observed paper counts sum to 5 cumulative citations. This is a coverage summary, not an author score or h-index.