Towards text-based recommendations
نویسندگان
چکیده
Recommender systems have become, like search engines, a tool that cannot be ignored by a website with a large selection of products, music, news or simply webpages. The performance of this kind of systems depends on a large amount of information. Meanwhile, the amount of information available in the Web is continuously growing. In this paper, we propose to provide recommendation from unstructured textual data. The method has two steps. First, subjective texts are labelled according to their expressed opinion. Second, the results are used to provide recommendations thanks to a collaborative filtering technique. We describe the complete processing chain and evaluate it.
منابع مشابه
Towards reconciliation of MOO and Virtual Storyteller world states
The Virtual Storyteller is a multi-agent system that uses emergent narrative to generate stories. Human users can participate in the creation of the story by taking interactive control of a character. The use of a text based interface, like that of a Object Oriented MUD (a MOO), is appealing due to its simplicity. In this paper, I discuss the alternative methods to integrate the MOO user interf...
متن کاملECB text
This document provides information and guidance to national regulatory authorities and vaccine manufacturers concerning the characteristics, production and control of inactivated oral cholera vaccines intended to facilitate progress towards their international licensure and use. The text is presented in the form of Guidelines instead of Recommendations because further work is still needed to de...
متن کاملDesigning Concept Maps from Procedural Visuals: an Innovative Approach towards Information Processing in Efl Context
Concept maps have been traditionally used as a technique for information comprehension, visualization, brainstorming, schematization and document production in multiple ways. They are also considered an effective tool for visual-spatial learning. Concept maps have been used successfully in EFL learning situations. However, in most cases, concept maps have been based on the existing text availab...
متن کاملReading and Assessing the City / Neighborhood FabricAs a Text. Case Study: Sar-Tapulah Historical Neighbourhood inSanandaj
From a linguistic point of view, the city can be seen as a text, consisting of different components and structures being related to each other beyond a sentence. Looking at the city from this point of view, what establishes a syntactic relationship and cohesion and coherence of the components of the city as a common language is called the syntax of the city. Linguistic study of the text of the ...
متن کاملMoving Towards Accountability for Reasonableness – A Systematic Exploration of the Features of Legitimate Healthcare Coverage Decision-Making Processes Using Rare Diseases and Regenerative Therapies as a Case Study
Background The accountability for reasonableness (A4R) framework defines 4 conditions for legitimate healthcare coverage decision processes: Relevance, Publicity, Appeals, and Enforcement. The aim of this study was to reflect on how the diverse features of decision-making processes can be aligned with A4R conditions to guide decisio...
متن کامل