Weak signals
Ansoff today
Bibliographic Data
| ID | 9844665 |
|---|---|
| Authors | Mari Holopainen (Aalto University, corresponding author), Marja Toivonen (VTT Technical Research Centre of Finland) |
| Year | 2012 |
| Volume | 44 |
| Issue | 3 |
| Pages | 198-205 |
| Publication date | 2012-04-01 |
| Peer Reviewed | Yes |
| Open Access | Yes |
| Type | ARTICLE |
| Venue | Futures (JOURNAL) |
| Journal identifiers | ISSN: 0016-3287 • E-ISSN: 1873-6378 |
| Publisher | Elsevier BV (PUBLISHER) |
| DOI | 10.1016/j.futures.2011.10.002 |
| OpenAlex | W1994261539 |
| Language | EN |
| Citations received | 31 |
| References cited | 23 |
Context (archaeology · Data science · Economics · Epistemology · Field (mathematics · Financial economics · Futures contract · Management science · Point (geometry · Cognitive Science and Mapping · Complex Systems and Decision Making · Computer Science · History · Innovation and Knowledge Management · Mathematics · Philosophy
Visualizing ESG Signaling Through User‐Generated Content
Customer foresight
From visioning to crafting futures? Surveying the expanding literature on future making
Signals from the future
Vorausschauendes Denken
Detecting promising green ventures with foresight and data mining
Theoretical dimensions for integrating research on anticipatory governance, scientific foresight and sustainable S&T public policy design
Bridging robotics/AI and real-world labs
Creating and observing impacts in transdisciplinary projects ‐ Insights from the social design lab
Quelles questions émergentes pour les politiques publiques de biodiversité en France métropolitaine ? Résultats et perspectives
Trend mining with Orange – using topic modeling in futures research with the example of urban mobility
Weak signals and wild cards in water and sanitation services – exploring an approach for water utilities
The strongness of weak signals
The ambiguity of environmental disasters
How to identify and interpret weak signals of change in the forest bioeconomy
An analysis of factors affecting selection of organic food
Evaluating the growth potential of digital business weak signals through the lens of entrepreneurs
When adults play, futures unravel
Provocation
Nest
Unifying weak signals definitions to improve construct understanding
Compensating for perceptual filters in weak signal assessments
Small seeds for grand challenges—Exploring disregarded seeds of change in a foresight process for RTI policy
Digital business foresight
Assessing emerging issues. The external and internal approach
Using a conceptual system for weak signals classification to detect threats and opportunities from web
Automated weak signal detection and prediction using keyword network clustering and graph convolutional network
Approaches to disruptive change
Perceiving megatrends as empty signifiers
Idea mining for web-based weak signal detection
Cities as Anticipatory Systems
Managing Strategic Surprise by Response to Weak Signals
Wild cards, weak signals and organisational improvisation
The future sign and its three dimensions
Rethinking futures studies
The role of hindsight in foresight
Futures literacy
Implanting strategic management
Introduction to la prospective
The Knowledge base of futures studies
Filters of weak signals hinder foresight
| Unique citing works | 31 |
|---|---|
| Citations per year | 2,38 |
| Citation span | 2013 - 2026 (14) |
| Citation velocity | current |
| Highly cited | No |
| Citation types | Neutral: 31 |