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Record W4242722326 · doi:10.1504/ijil.2017.080755

Infocom business models innovation with the development of corporate universities

2016· article· en· W4242722326 on OpenAlex
Louis Rhéaume, Mickaël Gardoni

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueInternational Journal of Innovation and Learning · 2016
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicUniversity-Industry-Government Innovation Models
Canadian institutionsÉcole de Technologie Supérieure
Fundersnot available
KeywordsDeregulationBusiness modelBusinessIndustrial organizationOrder (exchange)Competition (biology)Disruptive innovationInvestment (military)BoomThe InternetTelecommunicationsMarketingEconomicsMarket economyComputer sciencePoliticsEngineeringFinance

Abstract

fetched live from OpenAlex

Since the mid-90s, the infocom industry has gone into a period of sustained disruptive innovations which, combined with deregulation, led to a lot of turbulence and a sometimes difficult redefinition of business models. A Schumpeterian wave of innovation enhanced by competition leads to creation of wealth as an unprecedented investment boom occurs in the infocom sector sustained by overly optimistic and sometimes fraudulent forecasts of internet traffic. We provide a strategic framework by explaining which types of infocom business models are better adapted to cope with the challenges of the new developments related to the digital economy, in order to shape the corporate innovation strategy. We also analyse how the development of a corporate university must be linked to the development of such innovation strategy. The first section of the article deals with the wave of disruptive innovations in the communications industry over the last few years and pinpoints the ubiquity of IT in all aspects of the economy and society. The next section focuses on the search for profitable business models for infocom providers. The links between business model innovation and the development of corporate universities is analysed in the next section. It is followed by a discussion section.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.852
Threshold uncertainty score0.240

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.002
Science and technology studies0.0000.000
Scholarly communication0.0000.002
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.036
GPT teacher head0.224
Teacher spread0.188 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it