Name
Title | ||
|---|---|---|
Integration Of A Text Mining Approach In The Strategic Planning Process Of Small And Medium-Sized Enterprises |
Abstract | ||
|---|---|---|
Purpose - Strategic planning (SP) enables enterprises to plan management and operations activities efficiently in the medium and large term. During its implementation, many processes and methods are manually applied and may be time consuming. The purpose of this paper is to introduce an automatic method to define strategic plans by using text mining (TM) algorithms within a generic SP model especially suited for small-and medium-sized enterprises (SMEs).Design/methodology/approach - Textual feedbacks were collected through a SWOT matrix during the implementation of a SP model in a company dedicated to the local distribution of food. A four-step TM process (performing acquisition, pre-processing, processing, and validation tasks) is applied via a framework developed under the cloud computer paradigm in order to determine the strategic plans.Findings - The use of categorization and clustering algorithms show that unstructured textual information produced during the SP can be efficiently processed and capitalized. Collected evidence reveals the potential to enhance the strategic plans creation with less effort and time, improving the relevance, and producing new technological resources accessible to SMEs.Originality/value -An innovative framework especially suited for the SMEs based on the synergy assumption of the coupling between TM and a generic SP model. |
Year | DOI | Venue |
|---|---|---|
2018 | 10.1108/IMDS-01-2017-0029 | INDUSTRIAL MANAGEMENT & DATA SYSTEMS |
Keywords | Field | DocType |
Strategic planning, Text mining, Text classification, Text clustering, Small- and medium-sized enterprises, Food distribution | Categorization,Text mining,Document clustering,SWOT analysis,Originality,Engineering,Cluster analysis,Strategic planning,Management science,Process management,Cloud computing | Journal |
Volume | Issue | ISSN |
118 | 4 | 0263-5577 |
Citations | PageRank | References |
0 | 0.34 | 21 |
Authors | ||
4 | ||
Name | Order | Citations | PageRank |
|---|---|---|---|
| Claudia Vásquez Rojas | 1 | 0 | 0.34 |
| Eduardo Roldán Reyes | 2 | 0 | 0.34 |
| Fernando Aguirre y Hernández | 3 | 0 | 0.34 |
| Guillermo Cortes Robles | 4 | 8 | 4.42 |