Extending the proposed framework to other domains beyond loan applications can enhance the generalizability of the findings and broaden the impact of the research. Here are some ways to adapt the framework to different domains:
Domain-specific Customization: Tailoring the preference elicitation process to the specific requirements and characteristics of different domains can enhance the applicability of the framework. By adapting the guided interaction approach to the unique features of each domain, the framework can be more effectively applied across various contexts.
Pilot Studies in Diverse Domains: Conducting pilot studies in diverse domains such as healthcare, education, or e-commerce can help validate the effectiveness and usability of the framework across different applications. By testing the framework in varied settings, researchers can identify domain-specific challenges and opportunities for improvement.
Collaboration with Domain Experts: Collaborating with domain experts in fields outside of loan applications can provide valuable insights and guidance on how to adapt the framework to different contexts. Domain experts can offer expertise on user preferences, decision-making processes, and system requirements, ensuring the framework is well-suited for diverse domains.
Scalability and Flexibility: Designing the framework to be scalable and flexible can facilitate its extension to other domains. By creating a modular and adaptable framework that can accommodate different data structures, user preferences, and decision-making processes, researchers can easily apply the framework to new domains with minimal modifications.
By incorporating these strategies, the proposed framework can be extended to a wide range of domains beyond loan applications, enhancing its generalizability and relevance in diverse real-world settings.