libri scuola books Fumetti ebook dvd top ten sconti 0 Carrello


Torna Indietro

lops pasquale; musto cataldo; narducci fedelucio; semeraro giovanni - semantics in adaptive and personalised systems

Semantics in Adaptive and Personalised Systems Methods, Tools and Applications

; ; ;




Disponibilità: Normalmente disponibile in 15 giorni


PREZZO
108,98 €
NICEPRICE
103,53 €
SCONTO
5%



Questo prodotto usufruisce delle SPEDIZIONI GRATIS
selezionando l'opzione Corriere Veloce in fase di ordine.


Pagabile anche con Carta della cultura giovani e del merito, 18App Bonus Cultura e Carta del Docente


Facebook Twitter Aggiungi commento


Spese Gratis

Dettagli

Genere:Libro
Lingua: Inglese
Editore:

Springer

Pubblicazione: 09/2019
Edizione: 1st ed. 2019





Trama

This monograph gives a complete overview of the techniques and the methods for semantics-aware content representation and shows how to apply such techniques in various use cases, such as recommender systems, user profiling and social media analysis.

Throughout the book, the authors provide an extensive analysis of the techniques currently proposed in the literature and cover all the available tools and libraries to implement and exploit such methodologies in real-world scenarios.

The book first introduces the problem of information overload and the reasons why content-based information needs to be taken into account. Next, the basics of Natural Language Processing are provided, by describing operations such as tokenization, stopword removal, lemmatization, stemming, part-of-speech tagging, along with the main problems and issues. Finally, the book describes the different approaches for semantics-aware content representation: such approaches are split into ‘exogenous’ and ‘endogenous’ ones, depending on whether external knowledge sources as DBpedia or geometrical models and distributional semantics are used, respectively. To conclude, several successful use cases and an extensive list of available tools and resources to implement the approaches are shown.

Semantics in Adaptive and Personalised Systems definitely fills the gap between the extensive literature on content-based recommender systems, natural language processing, and the different types of semantics-aware representations.






Sommario

Introduction.- Basics of Content Representation.- Encoding Endogenous Semantics.- Encoding Exogenous Semantics.- Adaptive and Personalized Systems based on Semantics.- Conclusions and Future Challenges.- Available Tools and Resources.










Altre Informazioni

ISBN:

9783030056179

Condizione: Nuovo
Dimensioni: 235 x 155 mm Ø 545 gr
Formato: Copertina rigida
Illustration Notes:XVIII, 186 p. 104 illus., 80 illus. in color.
Pagine Arabe: 186
Pagine Romane: xviii


Dicono di noi