Evaluating company growth potential using AI and web media data

Andrew Droll, Shahzad Khan, Stoyan Tanev, Ehsanullah Ekhlas

Publikation: Bidrag til bog/antologi/rapport/konference-proceedingKonferencebidrag i proceedingsForskningpeer review

Resumé

The article focuses on adapting and validating the use of an existing web search and analytics engine to evaluate the growth and competitive potential of new technology start-ups and existing firms in the newly emerging precision medicine sector. The results are based on two different search ontologies and two different samples of firms. The first sample includes established drug companies operating in the precision medicine field and was used to estimate the relationship between firms’ innovativeness and the extent of online discussions focusing on their potential growth. The second sample includes new technology firms in the same sector. The firms in the second sample were used as test cases in examining if their growth related web search scores would relate to the degree of their innovativeness. The second part of the study applied the same methodology to the real time monitoring of firms’ competitive actions. The results open the opportunity for further research.
OriginalsprogEngelsk
TitelProceedings of The 2017 ISPIM Forum : Fostering Innovation Ecosystems
Antal sider12
Udgivelses stedLappeenranta University of Technology, Finland
ForlagISPIM
Publikationsdato21. mar. 2017
ISBN (Elektronisk)978-952-335-019-9
StatusUdgivet - 21. mar. 2017
BegivenhedThe 2017 ISPIM Forum - Toronto, Canada
Varighed: 19. mar. 201722. mar. 2017

Konference

KonferenceThe 2017 ISPIM Forum
LandCanada
ByToronto
Periode19/03/201722/03/2017

Fingeraftryk

World Wide Web
Company growth
Innovativeness
Medicine
Web search
Start-ups
Ontology
Web analytics
Monitoring
Methodology
Drugs

Citer dette

Droll, A., Khan, S., Tanev, S., & Ekhlas, E. (2017). Evaluating company growth potential using AI and web media data. I Proceedings of The 2017 ISPIM Forum: Fostering Innovation Ecosystems Lappeenranta University of Technology, Finland: ISPIM.
Droll, Andrew ; Khan, Shahzad ; Tanev, Stoyan ; Ekhlas, Ehsanullah. / Evaluating company growth potential using AI and web media data. Proceedings of The 2017 ISPIM Forum: Fostering Innovation Ecosystems. Lappeenranta University of Technology, Finland : ISPIM, 2017.
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Droll, A, Khan, S, Tanev, S & Ekhlas, E 2017, Evaluating company growth potential using AI and web media data. i Proceedings of The 2017 ISPIM Forum: Fostering Innovation Ecosystems. ISPIM, Lappeenranta University of Technology, Finland, The 2017 ISPIM Forum, Toronto, Canada, 19/03/2017.

Evaluating company growth potential using AI and web media data. / Droll, Andrew; Khan, Shahzad; Tanev, Stoyan; Ekhlas, Ehsanullah.

Proceedings of The 2017 ISPIM Forum: Fostering Innovation Ecosystems. Lappeenranta University of Technology, Finland : ISPIM, 2017.

Publikation: Bidrag til bog/antologi/rapport/konference-proceedingKonferencebidrag i proceedingsForskningpeer review

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Droll A, Khan S, Tanev S, Ekhlas E. Evaluating company growth potential using AI and web media data. I Proceedings of The 2017 ISPIM Forum: Fostering Innovation Ecosystems. Lappeenranta University of Technology, Finland: ISPIM. 2017