Text mining for tourism
|
|
|
- Maurice McKinney
- 7 years ago
- Views:
Transcription
1 Text mining for tourism The world of typical high quality restaurants in Piedmont Roberto Fontana ATR Osservatorio Turistico Regione Piemonte Agenzia Regionale per la promozione Turistica del Piemonte Osservatorio Turistico Regionale The Observatory on tourism of Piedmont in co-operation with: SAS ITALIA EPAT-FIPE PIEMONTE 1
2 The team and the software tools Agenzia Regionale per la promozione Turistica del Piemonte Osservatorio Turistico Regionale Roberto Fontana Cristina Bergonzo Emanuela Giorgini SAS software Sabina Silani Sara Galli Michela Giacomini Enterprise Miner Enterprise Guide Francesca Martinengo Cristina Giraudo SEUGI21, 18 June 2003 N. 2
3 Introduction! Tourism flows generated by the interest for food & drink are extremely important for Piedmont.! In this context typical high quality restaurants (THQRs) play a major role.! In May 2002, the Observatory on Tourism of Piedmont, in co-operation with SAS and EPAT-FIPE Piemonte, started a joint research project on THQRs.! This work summarizes some of the results that have been achieved so far! For further information please refer to the contact point reported at the end of this document SEUGI21, 18 June 2003 N. 3
4 Work objectives 1. To build an atlas of typical high quality restaurants (THQRs) in Piedmont, combining the large numbers of restaurant guides available in bookshops 2. To compare Piedmont with the other Italian Regions in terms of number of THQRs 3. To study customer s preferences and to get an estimate of the use of restaurant places in different periods of the year SEUGI21, 18 June 2003 N. 4
5 Methodological approach! To acquire as many as possible restaurant guides (possibly in electronic format to facilitate the analysis)! To use multivariate statistical methods and software (including state-of-the-art tools for text mining) to extract relevant information from them! To conduct surveys, interviewing restaurants owners and their customers. The first phase focused on top restaurants. SEUGI21, 18 June 2003 N. 5
6 Progress of work! For 6 guides, the number of restaurants that have been reviewed for every Italian Region, has been determined.! The electronic format of the chapters related to Piedmont of three major restaurant guides has been acquired and analyzed.! Top restaurants owners have been interviewed in June, September and October SEUGI21, 18 June 2003 N. 6
7 Some Results An analysis of the offer based on some restaurant guides 7
8 STEP 0: THE Giallo s DATA! The first preliminary step was based on the analysis of data provided by Giallo Giallo is a line of services of Consodata S.p.A., a company of the Seat Pagine Gialle Group, operating in Customer Relationship Management.! Giallo Dat@ offers a comprehensive database of 9 million households and 27 million individuals across Europe, all collected through national household surveys, for marketing intelligence needs.! Available data were the number of four different types of restaurants for each Italian province: " Ristoranti " Trattorie " Ristoranti Tipici " Pizzerie SEUGI21, 18 June 2003 N. 8
9 Giallo Distribution of Restaurants among Italian Regions Regione Ristoranti Trattorie Ristoranti tipici Pizzerie Totale Abruzzo Basilicata Calabria Campania Emilia Romagna Friuli Venezia Giulia Lazio Liguria Lombardia Marche Molise Piemonte Puglia Sardegna Sicilia Toscana Trentino Alto Adige Umbria Valle d'aosta Veneto ITALY SEUGI21, 18 June 2003 N. 9 Fonte: Giallo Dat@ - maggio 2002
10 GIALLO - Distribution of Restaurants among Italian Regions RISTORANTI TIPICI LOCALI [n] LOCALI [%] LOCALI [%cum] RISTORANTI LOCALI [n] LOCALI [%] LOCALI [%cum] PIZZERIE LOCALI [n] LOCALI [%] LOCALI [%cum] LOCALI [n] LOCALI [%] SEUGI21, 18 June 2003 N TRATTORIE LOCALI [%cum]
11 Italian Restaurants Giallo Regione Abruzzo Basilicata Molise Emilia Romagna Lazio Liguria Lombardia Piemonte Puglia Sicilia Toscana Umbria Friuli Venezia Giulia Veneto Calabria Campania Marche Sardegna Trentino Alto Adige Valle d'aosta Ristoranti 85.71% 84.39% 85.78% 72.20% 76.42% 69.44% 68.50% 74.67% 83.56% 72.94% 81.89% 81.48% 42.19% 54.29% 91.08% 89.25% 87.33% 90.38% Trattorie 7.98% 8.31% 7.11% 23.89% 17.38% 25.17% 26.89% 20.14% 11.73% 21.83% 13.79% 13.79% 53.89% 42.20% 5.44% 6.78% 8.79% 6.18% Ristoranti tipici 6.30% 7.31% 7.11% 3.91% 6.20% 5.39% 4.62% 5.19% 4.72% 5.23% 4.32% 4.74% 3.93% 3.51% 3.48% 3.97% 3.88% 3.43% TOTALE RISTORANTI RISTORANTI TIPICI E TRATTORIE % 10.20% 4.08% 1029 SEUGI21, 18 June 2003 N % 7.57% 2.79%
12 ITALIAN REGIONS: PERCENTAGES OF DIFFERENT TYPES OF RESTAURANTS SEUGI21, 18 June 2003 N. 12
13 STEP 1: DATA FROM RESTAURANT GUIDES! Apart from the classification of restaurants into 4 different categories, Giallo Dat@ include all types of restaurants! Therefore the second step has been to consider restaurant guides commonly available in bookshops.! Indeed this kind of guides, even if with different criteria, reviews only high quality restaurants! The guides (2002 edition) that have been considered are:! Gambero Rosso! Espresso! Michelin! Veronelli! Slowfood! Accademia! Touring Club! As for Giallo Dat@, the number of restaurants for each Italian region has been taken into account SEUGI21, 18 June 2003 N. 13
14 Restaurant guides- Distribution of Restaurants among Italian Regions Regioni Abruzzo Basilicata Calabria Campania Emilia Romagna Friuli Venezia Giulia Lazio Liguria Lombardia Marche Molise Piemonte Puglia Sardegna Sicilia Toscana Trentino Alto Adige Umbria Valle d'aosta Veneto Gambero Rosso Accademia Veronelli Slow Food Michelin Espresso Giallo Data Ristoranti + Ristoranti Tipici + Trattorie SEUGI21, 18 June 2003 N
15 Restaurant guides- Distribution of Restaurants among Italian Regions SEUGI21, 18 June 2003 N. 15
16 Restaurant guides- Distribution of Restaurants among Italian Regions SEUGI21, 18 June 2003 N. 16
17 Restaurant guides- Distribution of Restaurants among Italian Regions! Piedmont appears in the first positions in terms of number of THQRs reviewed by the guides! The densities of THQRs, computed as the ratio between: - the number of THQRs reviewed by the guide - the number of restaurants listed in GIALLODAT@ confirms the relevant percentages of THQRs with respect to all the restaurants in Piedmont SEUGI21, 18 June 2003 N. 17
18 Restaurant guides- Densities SEUGI21, 18 June 2003 N. 18
19 Restaurant guides- Densities SEUGI21, 18 June 2003 N. 19
20 Restaurant guides- Absolute values vs. densities Numbe r of Re staurants Densities SEUGI21, 18 June 2003 N. 20
21 STEP 2: IN DEPTH ANALYSIS OF SOME RESTAURAUNT GUIDES! Veronelli Editor, Slowfood Editor and Touring Club provided their restaurant guides in electronic format (more precisely the chapter concerning Piedmont)! The availability of the electronic format of the guides opens the way to the use of multivariate statistical methods and tools, including state-of-the-art software for text mining! The pages below briefly summarize the achieved results using standard statistical tools and text mining tools on Veronelli s and Slowfood s guide. SEUGI21, 18 June 2003 N. 21
22 I Ristoranti di Veronelli SEUGI21, 18 June 2003 N. 22
23 La guida di Veronelli some statistics Veronelli distributions over the territory N: 51 %: 30 N: 34 %: 20 N: 24 %: 14 N: 25 %: 15 N: 4 %: 2 N: 13 %: 8 N: 11 %: 7 N: 6 %: 4 The guide reviews 168 restaurants of Piedmont (2002 edition) SEUGI21, 18 June 2003 N. 23
24 I Ristoranti di Veronelli Prices distribution The price (wine excluded) goes between 15 and 83 Mean price is around 39 SEUGI21, 18 June 2003 N. 24
25 I Ristoranti di Veronelli Covers distribution Almost 35% of restaurants has a number of places between 33 and 45 SEUGI21, 18 June 2003 N. 25
26 La guida di Veronelli the menu 7 and 8 are the most common values for the number of specialties served in these restaurants SEUGI21, 18 June 2003 N. 26
27 I Ristoranti di Veronelli Some indicators 14 restaurants out of 168 receive 3 chef s hats Num. of chef s hats Almost 55% of restaurants puts particular attention to wine and receives from 1 to 3 bottles Num. of bottles SEUGI21, 18 June 2003 N. 27
28 From data analysis to text analysis! Restaurant guides contain both quantitative information, like prices and number of covers, and qualitative information (the description of restaurants)! Multivariate statistical methods for cluster analysis combined with tools for text mining give the possibility to explore the huge amount of information hidden in textual descriptions! The restaurant descriptions which are published on Veronelli and SlowFood books have been studied and classified! The classification is based on both textual and quantitative information using text mining techniques from SAS Text Mining Solution. SEUGI21, 18 June 2003 N. 28
29 Typical structure of a restaurant guide Restaurant guides contain both quantitative information and qualitative information Quantitative data include prices, number of seats, opening hours Classical statistical methods are suitable to mine them Text describes, in an unstructured way, the restaurant. Recent advances in text mining give the possibility to explore it. SEUGI21, 18 June 2003 N. 29
30 Text Mining What is it?! Discovering and using knowledge that exists in a document collection as a whole Knowledge SEUGI21, 18 June 2003 N. 30
31 SAS unique position in Text Mining Text Mining is Data Mining Gartner 2002 " Transform unstructured data into structured data Text Parsing " Reduce Dimension of data while keeping relevant information " Integrate new structured data with traditional structured data for data mining SEUGI21, 18 June 2003 N. 31
32 Text Mining Quantitative and qualitative data can be jointly analysed, providing a better view of the world of restaurants Organised Textual data SEUGI21, 18 June 2003 N. 32
33 Text Mining Process Reading text files Text parsing Dimension reduction Text analysis SEUGI21, 18 June 2003 N. 33
34 Text Mining Process! Textual data are transformed into frequency matrix of words inside the documents. This data can be integrated with quantitative information and used in a Data Mining process. Word Doc1 Doc2 Doc3 Doc4 word word word word Document SEUGI21, 18 June 2003 N. 34
35 Clustering Cluster procedures allow to group all the restaurants SEUGI21, 18 June 2003 N. 35
36 Clustering Cluster procedures allow to group all the restaurants SEUGI21, 18 June 2003 N. 36
37 Clustering Cluster procedures allow to group all the restaurants SEUGI21, 18 June 2003 N. 37
38 Clustering Cluster procedures allow to group all the restaurants SEUGI21, 18 June 2003 N. 38
39 Clustering Cluster procedures allow to group all the restaurants SEUGI21, 18 June 2003 N. 39
40 Clustering Cluster procedures allow to group all the restaurants SEUGI21, 18 June 2003 N. 40
41 Clustering Cluster procedures allow to group all the restaurants SEUGI21, 18 June 2003 N. 41
42 Clustering Cluster procedures allow to group all the restaurants SEUGI21, 18 June 2003 N. 42
43 I ristoranti di Veronelli! In the next few pages some results of the text mining process on the Ristoranti di Veronelli guide are briefly synthesized! The main objective has been to divide all the restaurants into a manageable number of different clusters! Both quantitative and qualitative characteristics have been taken into account to describe each restaurant! Each cluster is homogeneous in the sense that it contains all the restaurants that have similar characteristics SEUGI21, 18 June 2003 N. 43
44 I Ristoranti di Veronelli - Cluster Analysis Using clustering procedures, the 168 restaurants have been divided into 6 clusters 1 - Spacious Typical Restaurants Many seats Good prices Wide selection of courses and desserts Local wines Local dishes 4 - Creative Cooking Few seats Few courses Confectionery No parking facilities Reservation adviced 6 - Prestigious Restaurants High prices Very high vote and many chef s hats Excellent wines Confectionery Wide selection of wines and spirits Few seats 2 Novelty Not typical 3 - Typical and Rural Restaurants Local wines Wide selection of cheeses Good prices Soups 5 Very Good Typical Restaurants Good prices High vote and many chef s hats Excellent local wines Confectionery Good choice of cheeses and spirits In this context typical means closed to the values of territory in which the restaurant lives SEUGI21, 18 June 2003 N. 44
45 Restaurants distribution in clusters CLUSTER It is easy to look at all the restaurants that belong to a group In this example we have selected group 6 (prestigious restaurants) SEUGI21, 18 June 2003 N. 45
46 Means grid plot from Veronelli inputs Creative Cooking Restaurants To understand which are the distinguishing features of cluster 4, a comparison between the cluster 4 values and the population values is carried out for all the variables. Indeed the input means grid plot compares the data set input means (in blue) to those from cluster 4 (in violet). We defined cluster 4 as Creative Cooking because the value of this variable is higher than the overall restaurants. Besides, the variables col1-col60 represent words frequency in documents. Indeed, the analysis are made by using both textual and quantitative information. It is easier to look at textual analysis in a different way (see below). SEUGI21, 18 June 2003 N. 46
47 Means grid plot from Veronelli inputs Very good Typical Restaurants A similar procedure has been adopted for all the clusters We defined cluster 5 as Very good Typical restaurants because the restaurants that belong to this group tend to be defined as typical in the guide ( Typical=si is higher than the overall restaurants). Also the number of chef s hats is large. SEUGI21, 18 June 2003 N. 47
48 Categorical Variables Another way to look at clusters is as follows. The slice variable displays the categorical variable typical (cyan). The height variable displays the interval variable vote. The cluster 2 ( Novelty ) has no typical restaurants and the cluster with the highest vote from Veronelli is number 6 ( Prestigius Restaurants ). SEUGI21, 18 June 2003 N. 48
49 Restaurants profiles It could be also useful to compare clusters among them The table displays the percentage of categorical variables in clusters The table displays min, max and mean values of the interval variables in clusters SEUGI21, 18 June 2003 N. 49
50 Words frequencies in clusters Clusters can be compared also from textual point of view. chocolate elegant The table displays for each cluster the percentage of words frequencies in cluster. fillet oven Highest frequencies Lowest frequencies nuts piedmontese SEUGI21, 18 June 2003 N. 50
51 Osterie d Italia - Slowfood SEUGI21, 18 June 2003 N. 51
52 Osterie d Italia Some statistics Osterie d Italia Slowfood! The Osterie d Italia guide reviews 139 restaurants of Piedmont (2002 edition)! Langhe, Roero and Monferrato confirm their importance in terms of concentration of restaurants 1 esercizio restaurant 2 esercizi restaurants 3 esercizi restaurants 9 esercizi restaurants SEUGI21, 18 June 2003 N. 52
53 Osterie d Italia Prices distribution The price (wine excluded) goes between 14 and 33. Mean price is around 25 SEUGI21, 18 June 2003 N. 53
54 Osterie d Italia covers distribution 50% of osterie has a number of covers between 45 and 80 SEUGI21, 18 June 2003 N. 54
55 Osterie d Italia the menu 7 is the most common value for the number of specialties served in an Osteria SEUGI21, 18 June 2003 N. 55
56 Osterie d Italia the classification bottles A particular attention to wines distinguishes 63 restaurants snail 21 restaurants receive the snail cheeses Cheese plays a major role in the menu of 31 restaurants novelty 21 restaurants are new entries for this guide SEUGI21, 18 June 2003 N. 56
57 Osterie d Italia Clusters Analysis 1 Cheap Osteria New Osteria Many seats Good prices 2 Summer Season Many external seats High prices Specialized in starters, cheeses, cakes, creams and wines 3 Typical Osteria Few seats Good prices New Osteria Few dishes choice Specialized in starters and second meat dishes 4 - Snail Restaurants High prices Snail Excellent cheeses, pasta and sweets Few seats SEUGI21, 18 June 2003 N. 57
58 Restaurant distribution in clusters Easy identification of restaurants belonging to a group In this example we have selected group 2 (Summer Season) SEUGI21, 18 June 2003 N. 58
59 Means grid plot from Slow Food inputs Summer Season The input means grid plot compares the data set input means (_ALL_) to those from cluster 2. We defined cluster 2 as Summer Season because the value external seats is higher than the overall restaurants. SEUGI21, 18 June 2003 N. 59
60 Means grid plot from Slow Food inputs Snail Restaurants The input means grid plot compares the data set input means (_ALL_) to those from cluster 4. We defined cluster 4 as Snail Restaurants because the restaurants of this group tend to get the snail ( chiocciola=1 is higher than the overall restaurants). SEUGI21, 18 June 2003 N. 60
61 Categorical Variables The row variable displays the categorical variable Chiocciola (snail). The slice variable displays the categorical variable Bottles. The height variable displays the interval variable Prices. The cluster with the highest prices from Slow Food is number 4. SEUGI21, 18 June 2003 N. 61
62 Restaurants profiles The table displays the percentage of categorical variables in clusters The table displays min, max and mean values of the interval variables in clusters SEUGI21, 18 June 2003 N. 62
63 Words frequencies in clusters starters meat classic rabbit cream cakes greens summer cheeses The table displays for each cluster the percentage of words frequencies in clusters. Highest frequencies Lowest frequencies SEUGI21, 18 June 2003 N. 63
64 Top Restaurants Survey Some Results 64
65 Top restaurants survey Ristoranti Espresso, Michelin, Gambero Rosso 1 restaurant esercizio 2 restaurants esercizi esercizi 8 restaurants! Top restaurants were defined according to the following procedure: 1. Three guides (2002 Edition) have been chosen " Espresso, " Gambero Rosso, " Michelin 2. A restaurant is considered top if it appears in at least two of the above guides! Using the definition above 66 Top Restaurants were identified in Piedmont! They were asked to fill up three questionnaires (Jun, Sep, Oct)! The rate of response has been close to 50% SEUGI21, 18 June 2003 N. 65
66 Top restaurants survey The most suggested Menu is first time menu and then a la carte menu. The most common food style is the fusion style followed by the local style. SEUGI21, 18 June 2003 N. 66
67 Top restaurants survey The average number of covers is about 62, but only the 12% of restaurants has more than 100 places. Most of the restaurants are elegant and lovely. SEUGI21, 18 June 2003 N. 67
68 Top restaurants survey The floor staff counts on an average of 2.94 people. The kitchen staff counts on an average of 3.50 people. SEUGI21, 18 June 2003 N. 68
69 Top restaurants survey In floor staff there are very high qualified people like the sommellier (25%), the maitre (15%) and the commis (15%). In kitchen staff there are very high qualified people like the chef (25%), the cook (15%) and the pastry cook (15%). SEUGI21, 18 June 2003 N. 69
70 Top restaurants survey The 25% of clients come from abroad: Switzerland and Germany are the first countries. Most of the Italian people come from Piedmont and from Lombardy. SEUGI21, 18 June 2003 N. 70
71 Top restaurants survey Saturday Sunday Saturday Sunday Saturday Sunday Sunday Saturday Saturday Friday Sunday Friday Sunday Friday Saturday Saturday Saturday Sunday Friday Sunday In June the net use of covers available was less than 50%. In September net use of the covers increased significantly. In particular, during Saturday evenings, peak values of more than 70% were registered. SEUGI21, 18 June 2003 N. 71
72 Top restaurants survey Covers net use in October Sabato In October, during Saturday evenings, net use of covers is always above 70%. Venerdì Domenica Venerdì Domenica Sabato Venerdì Domenica Sabato Venerdì Domenica Sabato SEUGI21, 18 June 2003 N. 72
73 Conclusion 73
74 Future work! To extend the analysis to other guides - the guide from Touring Club has already been acquired in electronic format - Editors that would like to provide their guides are welcome!! To complete end extend the Top restaurants survey, including interviews to customers SEUGI21, 18 June 2003 N. 74
75 The team and the software tools Agenzia Regionale per la promozione Turistica del Piemonte Osservatorio Turistico Regionale Roberto Fontana Cristina Bergonzo Emanuela Giorgini SAS software Sabina Silani Sara Galli Michela Giacomini Enterprise Miner Enterprise Guide Francesca Martinengo Cristina Giraudo SEUGI21, 18 June 2003 N. 75
76 Acknowledgments Authors wish to thank:! Slowfood Editore, Veronelli Editore and Touring Club Editore, for having provided the electronic format of the sections of their guides related to Piedmont! Giallo for having provided the number of restaurants published in their book, divided by Italian province! All the top restaurants owners for having filled up the questionnaire SEUGI21, 18 June 2003 N. 76
77 Contact! To ask for further information please feel free to contact Roberto Fontana Osservatorio Turistico Regione Piemonte Via Magenta 12 I TORINO Italy Phone: SEUGI21, 18 June 2003 N. 77
78 THANKS FOR YOUR ATTENTION!
Fiscal federalism in Italy at a glance
Fiscal federalism in Italy at a glance Distribution of fiscal revenues (2006) Local Governments 7% Distribution of public expenditure (2006) Local Governments 19% Regions 24% State 53% Source: Region of
5,000,000,000 Covered Bond Programme
Data as of 30 June 2015 5,000,000,000 Covered Bond Programme Please note being this report as of June 2015, 30 it does not include: - the V Series new issuance (Eur 750ml, IT0005120198), effective from
Traineeships Regulation in Italy after the Fornero Labour Market Reform
Executive Summary Traineeships Regulation in Italy after the Fornero Labour Market Reform www.bollettinoadapt.it Internships in Italy have new rules since the 2012 Fornero labour market reform that changed
Zadar,, October 24th 2013
Zadar,, October 24th 2013 Confederazione Italiana Campeggiatori promoting plein air tourism Italy 1932: The tourism is born outside thanks to the intuition of Luigi Bergera, co founder of the FICC (1932)
Delegated to CNR on December 23rd, 1987. New synchronous registration system from September 28 th, 2009
The.it Registry: a short overview Delegated to CNR on December 23rd, 1987 More than 1,860,000 domain names New synchronous registration system from September 28 th, 2009 Coexistence of the two systems
PRESENTATION ITALIAN PRISON SYSTEM. Italia, LPPS 11-14 November 2010
PRESENTATION ITALIAN PRISON SYSTEM Italia, LPPS 11-14 November 2010 The bodies ORGANIZATION CHART OF PRISON SYSTEM MINISTRY OF JUSTICE (1) DEPARTMENT OF PRISON SYSTEM ADMINISTRATION (1) REGIONAL DEPARTMENTS
Introduction. We will refer in particular to the list of issues : Part I - n 7 and n 12 Part III - n 1: (ii) points a, c, e.
Brief summary from SOS Children s Villages in response to the list of Issues concerning additional and updated information related to the third and fourth combined periodic report of ITALY from the UN
Demographic indicators
February 19, 2016 Demographic indicators Estimates for the year 2015 In 2015 the resident population decreased by 2.3 per thousand inhabitants. The reduction corresponds to 139,000 units less, resulting
February 2013. Monitor of Bankruptcies, Insolvency Proceedings and Business Closures FourthQuarter 2012
February 213 Monitor of Bankruptcies, Insolvency Proceedings and Business Closures FourthQuarter 212 Total number of business closures breaks the 1k mark in 212 The most bankruptcies in over a decade Summary
BUSINESS ARCHITECTURE (BA) BA redesign
BUSINESS ARCHITECTURE (BA) BA redesign Deliverable structure Illustration of key sections Pavia Nov 2013 Structure of the KPI assignment for the case A day in Radiology The blocks represent the sections
Consumer Behavior in Tourism Symposium 2013. ESTIMATING THE CARBON FOOTPRINT OF TOURISM IN SOUTH TYROL Mattia Cai
Consumer Behavior in Tourism Symposium 2013 ESTIMATING THE CARBON FOOTPRINT OF TOURISM IN SOUTH TYROL Mattia Cai Overview Aim: Quantify the greenhouse gas (GHG) emissions associated with tourism in South
HOSPICE (AND PALLIATIVE CARE NETWORK) IN ITALY AN UNMPREDICTABLE GROWTH
HOSPICE (AND PALLIATIVE CARE NETWORK) IN ITALY AN UNMPREDICTABLE GROWTH Furio Zucco Past President Italian Society for Palliative Care Past President Italian Federation for Palliative Care Director of
Rifiuti tra crescita e decrescita
Rifiuti tra crescita e decrescita Giacomo D Alisa Università di Roma, Sapienza Università Autonoma di Barcellona Rifiuti tra crescita e decrescita L insostenibilità della crescita Il metabolismo dei rifiuti
MUNICIPAL SOLID WASTE MANAGEMENT IN ITALY
MUNICIPAL SOLID WASTE MANAGEMENT IN ITALY L. Rigamonti DIIAR Environmental Section - Politecnico of Milan (Italy) (Sept.-Nov. 2006 Visiting Scholar WTERT, Columbia University; Advisor: Prof. N.J. Themelis)
Telecom Italia Portfolio Beni Stabili Investor Day
Telecom Italia Portfolio Beni Stabili Investor Day Milan, June 6 th 2012 Core Office Portfolio / Beni Stabili Investor Day / Milan, June 6 th 2012 ALEXANDRE ASTIER Business Development & Telecom Italia
Mariarosa Silvestro Letizia Cinganotto
ECEC & ELL Conference Reggio Emilia, 16-18 December 2014 Italian ECEC model Pre-school Spring Groups Mariarosa Silvestro Letizia Cinganotto The Italian school system: overview ECEC in Italy 0 3 years 3
Horizon2020 La partecipazione italiana allo Strumento PMI
Horizon22 La partecipazione italiana allo Strumento PMI Milano, 11 febbraio 215 Le PMI in H22 Excellent Science European Research Council Frontier research by the best individual teams Future and Emerging
NATI PER LEGGERE. Nati per leggere: A national programme to enhance literacy and health in small children through reading aloud
NATI PER LEGGERE Nati per leggere: A national programme to enhance literacy and health in small children through reading aloud Raising a Nation of Readers: IFLA Satellite Meeting Roma, 19 August 2009 Giovanna
Gruppo Intesa Network
Gruppo Intesa Network Branches in Italy broken down by Bank and by Region (Up-dated as at December 2000) Ambroveneto (1) Cariplo BCI Carime (2) FriulAdria Cariparma Other Group banks (3) Piemonte 37 85
A Single Market for Lawyers Challenges and Solutions in Cross Border Insurance. Italian Experience
A Single Market for Lawyers Challenges and Solutions in Cross Border Insurance Italian Experience (speaker: Igor Corossi) Brussels, 28 October 2013 Italian Market Overview Being a Regulated Profession,
Air Quality Monitoring in Italy
MACC-III user workshop Rome, 11 May 2015 An overview of the Italian availability of air quality monitoring data Anna Maria Caricchia, Domenico Gaudioso Italian National Institute for Environmental Protection
Sustainability Abstract
Sustainability Abstract Sustainability Abstract Key corporate social responsibility indicators for Banca Etruria Banca Etruria has always operated with a socially responsible culture in the communities
Data Envelopment Analysis (DEA) assessment of composite indicators. of infrastructure endowment.
RIVISTA DI STATISTICA UFFICIALE N. 1/2015 Data Envelopment Analysis (DEA) assessment of composite indicators of infrastructure endowment 1 Silvia Terzi, 1 Andrea Pierini 2 Abstract In Data Envelopment
presentazionenew_eng:layout 1 16/04/2015 20:09 Page 1 VISTA Parliamentary TV Agency Rome / Brussels
presentazionenew_eng:layout 1 16/04/2015 20:09 Page 1 VISTA Parliamentary TV Agency Rome / Brussels presentazionenew_eng:layout 1 16/04/2015 20:09 Page 2 Corriere della Sera Yahoo Il Messaggero La Stampa
ASSOBIOMEDICA AND BIOMEDICAL START-UPS. Vera Codazzi, Ph.D.
ASSOBIOMEDICA AND BIOMEDICAL START-UPS Vera Codazzi, Ph.D. Startup Biomed FORUM Torino, 26-27 febbraio 2015 2 Towards innovation in the medical device sector NANO-TECHNOLOGIES CHEMISTRY ELECTRONICS MATERIALS
AN OVERVIEW OF THE UK OUTBOUND MARKET
AN OVERVIEW OF THE UK OUTBOUND MARKET 2014 2015 (Provisional data - Quarter 1) The latest data published by the Office for National Statistics (ONS) indicates that in the period Jan- March 2015 the overall
Investment Opportunities in Italy's Conference Tourism sector
Inter-regional project Promoting the Italian Conference System Updates on the Italian Conference Tourism offering Barcelona EIBTM 29 th November/1 st December 25 FOREWORD The Italian conference tourism
Best regards President of Italian Dance Sport Federation Christian Zamblera
To all IDO Members Rome, 08/04/2014 SUBJECT: INVITATION DANCE IT!!! WORLD CHAMPIONSHIP DISCO DANCE & DISCO FREESTYLE Dear IDO Friends, Welcome to DANCE IT!!! IDO World Championship Disco Dance & Disco
Table 1. Daily newspapers: national circulation (2012)
422 Annex Annex Table 1. Daily newspapers: national circulation (2012) Area Corriere della Sera north west 205,985,561 8.34 On sale La Repubblica centre 189,241,106 7.67 On sale La Gazzetta dello Sport
STATISTICAL LABORATORY, USING R FOR BASIC STATISTICAL ANALYSIS
STATISTICAL LABORATORY, USING R FOR BASIC STATISTICAL ANALYSIS Manuela Cattelan 1 ABC OF R 1.1 ARITHMETIC AND LOGICAL OPERATORS. VARIABLES AND AS- SIGNMENT OPERATOR R works just as a pocket calculator,
BEST ONE - BEST ONE VOX SUBMERSIBLE ELECTRIC PUMPS. 60 Hz
BEST ONE - BEST ONE VOX 60 Hz BEST ONE (VOX) in AISI 304 Submersible electric pumps for clean water with hydraulics in AISI 304 stainless steel. APPLICATIONS Draining basements, garages, cellars or places
Tourism. Capacity and occupancy of tourist accommodation establishments
Tourism The current information system on tourism statistics produced by ISTAT relies on several sources that analyse the phenomenon from the point of view of both demand and supply. The oldest sources
RESULTS OF THE NATIONAL SURVEY ON RADON INDOORS IN ALL THE 21 ITALIAN REGIONS
Radon in the Living Environment, 122 RESULTS OF THE NATIONAL SURVEY ON RADON INDOORS IN ALL THE 21 ITALIAN REGIONS F. Bochicchio *, G.Campos Venuti *, S.Piermattei ^, G.Torri ^, C.Nuccetelli *, S.Risica
NoFrills Bergamo 27-28 September 2013
NoFrills Bergamo 27-28 September 2013 You manage the business, NoFrills the rest NoFrills is among the most important Business to Business tourism events in Italy. It is a unique opportunity for professionals
The emergency planning for volcanic risk at Vesuvius and Campi Flegrei
Roma, 9th October 2014 The emergency planning for volcanic risk at Vesuvius and Campi Flegrei Fabrizio Curcio The risks www.protezionecivile.gov.it seismic hydrogeological floods volcanic forest fire industrial
INDEX ITALIAN SUPPLIERS
INDEX ITALIAN SUPPLIERS ACAMPORA TRAVEL 1 ALLEGROITALIA HOTELS & RESORTS.. 3 AMANDATOUR. 5 ARENA DI VERONA OPERA FESTIVAL... 7 AVI TRAVEL.... 9 BETTOJA HOTELS... 11 CORTINA TURISMO. 13 EDEN INCOMING &
REGLEG PRESIDENCY 2011
REGLEG PRESIDENCY 2011 Brussels Capital region REGLEG: 73 REGIONS WITH LEGISLATIVE POWER Austria(9) Burgenland, Kärnten, Niederösterreich, Öberösterreich, Salzburg, Steiermark, Tirol, Vorarlberg, Wien.
Regione Provincia Distretto Abruzzo Chieti DISTRETTO 009 Abruzzo Chieti DISTRETTO 010 Abruzzo Chieti DISTRETTO 011 Abruzzo Chieti DISTRETTO 015
Regione Provincia Distretto Abruzzo Chieti DISTRETTO 009 Abruzzo Chieti DISTRETTO 010 Abruzzo Chieti DISTRETTO 011 Abruzzo Chieti DISTRETTO 015 Chieti Conteggio 4 Abruzzo L'Aquila DISTRETTO 001 Abruzzo
Az. Ag. Giardino MIELE VERGINE INTEGRALE ITALIANO
Az. Ag. Giardino MIELE VERGINE INTEGRALE ITALIANO A few years ago, my brother and I, we bought three hives to pollinate the orchards of the farm and also to put into practice the years of study of this
Italian Youth Guarantee Implementation Plan
Italian Youth Guarantee Implementation Plan 1 The context 1.1 The European context EU Council Recommendation of 22 April 2013 on establishing a Youth Guarantee (henceforth Guarantee ) invites Member States
Where do we come from?
ESCAP 13 International Congress Bridging the Gaps School integration as community care: the italian model Florence, 28 August 2007 Maria Antonella Costantino*, Giancarlo Onger, Dante Besana** *Director,
How To Live In Italy
WORKSHOP OCTOBER 19,2015 SCO SAN FRANCI INDEX 1. ALLEGROITALIA 3. BETTOJA HOTELS 5. FH HOTELS 7. GB THERMAE HOTELS 9. GOLDEN TOWER HOTEL & SPA 11. HOTEL FLORA 13. PODIUM TOUR OPERATOR 15. VITTORIA SRL
Ongoing Italian Wetland Inventory through the MedWet WIS (Wetland Inventory System) level = PMWI
Ongoing Italian Wetland Inventory through the MedWet WIS (Wetland Inventory System) level = PMWI Susanna D Antoni e Mario Cenni susanna.dantoni@isprambiente.it m.cenni@arpat.toscana.it 1 Introduction Since
Experimental Regulatory Audit and National Seminar on standards and criteria for the inspection of blood establishments Ancona, 12 th 13 th May 2010
Experimental Regulatory Audit and National Seminar on standards and criteria for the inspection of blood establishments Ancona, 12 th 13 th May 2010 Promoted by the Italian National Blood Centre In cooperation
Regional policies for endorsing Renewable Energy production in Apulia. Department Director: A. Antonicelli
Regione Puglia Requalification, protection and security of the environment policies Area Regional policies for endorsing Renewable Energy production in Apulia Department Director: A. Antonicelli Main focuses
Discover Trinity College London
Discover Trinity College London Discover Trinity Trinity College London is a leading international examinations board with a difference. Our reputation rests on our ability to provide respected qualifications
N S S T O R I E S s p r i n g s u m m e r
NS STORIES spring summer 2009 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 Page 4-5 Ryan: Shot Vest 2539 - Cap 8317 Page 6 Ryan:
GUIDE TO THE ITALIAN AUDIOVISUAL SYSTEM
GUIDE TO THE ITALIAN AUDIOVISUAL SYSTEM National funds, tax incentives and regional funds for developments, production and promotion of films and audiovisual works. MAGNIFICENT ITALY T +39 06 67233400
Carige s project: history and results. The The 2005-2007 Business Plan Plan. The adoption of IAS and 1H 2005 results. Carige share performance -1-
Carige s project: history and results The The 2005-2007 Business Plan Plan The adoption of IAS and 1H 2005 results Carige share performance -1- Future evolution Independence through growth 1990-1998 1999-2003
workshop The challenge of Bio-districts during the 2014-2020 programming period
Welcome and opening: Andrea Ferrante AIAB Francesco Giardina Ministry of Agriculture Alessandra Terrosi Chamber of Deputies - Committee on Agriculture Interventions: Livio Martini - President of the Bio-district
Maintenance and Densification of the Italian GNSS Network. DIPARTIMENTO DI GEOSCIENZE A. Caporali J. Zurutuza M. Bertocco R. Corso P.
Maintenance and Densification of the Italian GNSS Network DIPARTIMENTO DI GEOSCIENZE A. Caporali J. Zurutuza M. Bertocco R. Corso P. Legovini Outline Maintenance and Densification of the Italian GNSS Network
Joint Heritage the dialogue of different cultures
Socrates Comenius SCHOOL DEVELOPMENT PROJECT 2005 2008 Joint Heritage the dialogue of different cultures www,websites WORLD HERITAGE SITES UNESCO Didactic material Resources for teachers and students Istituto
Culinary Arts (CULA) Table of Contents:
Culinary Arts (CULA) Courses in CULA focus on the general study of the cooking and related culinary arts, and prepare individuals for a variety of jobs within the food service industry. CULA includes instruction
Youth Entrepreneurship in Italy. An Overview from Isfol
Youth Entrepreneurship in Italy. An Overview from Isfol Paper for OECD Study Visit in Rome (ISFOL, 2.10.2014) Authors/Members of ISFOL Delegation: Antonello SCIALDONE, Social Innovation Project Maria DI
ITALIAN GUIDELINES FOR THE APPLICATION OF RISK ASSESSMENT AT CONTAMINATED SITES
ITALIAN GUIDELINES FOR THE APPLICATION OF RISK ASSESSMENT AT CONTAMINATED SITES, PhD Head of the Contaminated Sites Unit APAT laura.daprile@apat.it DALL EMERGENZA DELLE BONIFICHE AD UNA GESTIONE CONSAPEVOLE
INDEX ITALIAN SUPPLIERS
INDEX ITALIAN SUPPLIERS ACAMPORA TRAVEL.. 1 ALLEGROITALIA HOTELS & RESORTS.. 3 AMANDATOUR. 5 ARENA DI VERONA OPERA FESTIVAL... 7 AVI TRAVEL... 9 BETTOJA HOTELS... 11 CARRANI TOURS.. 13 CORTINA TURISMO..
Over 200 companies part of ELITE community in Italy and UK
Over 200 companies part of ELITE community in Italy and UK - 31 companies join ELITE Italia - 16 companies join ELITE UK - 16 graduated companies receive ELITE certificates - ELITE for Large Corporates
Bio-economy between Food and non Food: The Italian Way
Bio-economy between Food and non Food: The Italian Way Bioeconomia per l Italia Daniele Rossi Vice Chairman EU Technology Platform Food for Life Director Research & Innovation - Confagricoltura Director
No. 25 MARCH 2013. Average payment times of public healthcare organisations 2012 and prior years
No. 25 MARCH 213 Average payment times of public healthcare organisations 212 and prior years Ernesto Veronesi Centre for Studies in Health Economics Director: Paolo Gazzaniga Average payment times of
about us DINNER, Mon Sat, 5-11 PM Sunday Dinner until 10 PM BRUNCH, Sat and Sun, 11:30 AM - 3 PM
about us DINNER, Mon Sat, 5-11 PM Sunday Dinner until 10 PM BRUNCH, Sat and Sun, 11:30 AM - 3 PM Full catering department, delivery and private room available. Be well, and keep in touch! The Leopard Family
Quaderni di Dipartimento. Assessing Gender Inequality among Italian Regions: The Italian Gender Gap Index. Monica Bozzano (Università di Pavia)
ISSN: 2279-7807 Quaderni di Dipartimento Assessing Gender Inequality among Italian Regions: The Italian Gender Gap Index Monica Bozzano (Università di Pavia) # 174 (05-12) Dipartimento di economia politica
Co-operative Banking in Trentino and in Italy
Co-operative Banking in Trentino and in Italy Trento, October 13 th 2009 Dott. Vincenzo Visetti Chief of Secretary TRENTINO FEDERATION OF CO-OPERATIVES Co-operative Banks System of autonomous banks Local
BORGHI SRL Iniziative Sviluppo Locale. Company Presentation
BORGHI SRL Iniziative Sviluppo Locale Company Profile Incorporated in July 2008, BORGHI Ltd pursues the promotion of real estate and tourism development projects in borghi, historical towns and minor historical
Questioni di Economia e Finanza
Questioni di Economia e Finanza (Occasional Papers) A gender equality index for the Italian regions by Monica Amici and Maria Lucia Stefani June 2013 Number 190 Questioni di Economia e Finanza (Occasional
The drugs tracking system in Italy. Roma, March 21st 22nd 2006. W. Bergamaschi Ministry of Health
The drugs tracking system in Italy Roma, March 21st 22nd 2006 W. Bergamaschi Ministry of Health Agenda The economic context The normative context The project objectives The project working model The project
Angioplastica Primaria nelle SCA:
MALATTIE CARDIOVASCOLARI: DALLA FASE ACUTA ALLA PREVENZIONE, L ACCESSO ALLE TERAPIE NELL ERA ERA DEL RISANAMENTO ECONOMICO Roma, Palazzo Marini Sala delle Colonne 04 Ottobre 2011 Angioplastica Primaria
Statistical analysis of accidents at work in the international context
MPRA Munich Personal RePEc Archive Statistical analysis of accidents at work in the international context ANTONIO FRENDA 28. December 2010 Online at http://mpra.ub.uni-muenchen.de/31420/ MPRA Paper No.
Price Dispersion: The Case of Pasta
Price Dispersion: The Case of Pasta Isabella Carbonaro, Raffaele Santioni, and Margherita Carlucci 1 Introduction and Problem Definition The aim of our research is to explore the possibility of utilizing
AMERICAN ASSOCIATION OF WINE ECONOMISTS
AMERICAN ASSOCIATION OF WINE ECONOMISTS AAWE WORKING PAPER No. 52 Business FROM WINE PRODUCTION TO WINE TOURISM EXPERIENCE: THE CASE OF ITALY Vincenzo Asero and Sebastiano Patti November 2009 www.wine-economics.org
CRC/C/ITA/Q/3-4/Add.1
Distr.: General 4 August 2011 ADVANCE UNEDITED VERSION Original: English Committee on the Rights of the Child Fifty-eighth session 19 September 7 October 2011 Written replies by the Government of Italy
PROVISIONAL DATA ON OPERATION OF THE ITALIAN POWER SYSTEM
213 PROVISIONAL DATA ON OPERATION OF THE ITALIAN POWER SYSTEM Terna manages electricity transmission in Italy and guarantees its safety, quality and low costs over time. The Company ensures equal access
An introduction to the UBI Banca Group. Ernst Rolf Hartmann
An introduction to the UBI Banca Group Ernst Rolf Hartmann The History of UBI Banca explains strong customer loyalty and stability of funding base Unione di Banche Italiane Scpa ( UBI Banca ) was formed
Advances in soil survey, monitoring and applications in Italy
Advances in soil survey, monitoring and applications in Italy E.A.C. Costantini, L. Gardin, M. Pagliai Istituto Sperimentale per lo Studio e la Difesa del Suolo, Piazza D Azeglio 30-50121- Firenze, Italy
Service Regulation In Italy - A Review
Services Directive: Assessment of Implementation Measures in Member States National Report Italy Part Two: Analysis of national requirements in specific service sectors This National Report has been prepared
FAR FROM WHERE? Tools and data for mapping the distribution and stratification of the geographical origins of the population of Torino
SISTAN SISTEMA STATISTICO NAZIONALE Città di Torino Divisione Servizi Civici Ufficio di statistica I quaderni dell Osservatorio Socioeconomico Torinese n. gennaio 00 FAR FROM WHERE? Tools and data for
Territorial Competitiveness and Cohesion The Effects of Rising Energy Prices. Contribution to and ESPON workshop at the RSA Annual
Territorial Competitiveness and Cohesion The Effects of Rising Energy Prices Contribution to and ESPON workshop at the RSA Annual International Conference 2010 Paper Overview Regions at Risk of Energy
Living Lab : Space for Regions
Space4You Conference 27th 28th February Bari Italy Living Lab : Space for Regions Italian Cluster for Aerospace Technology Giovanni Bertolone CTNA Chairman Cluster Tecnologico Nazionale Aerospazio Italian
INCLUSION THROUGH ENTREPRENEURSHIP (ITE)
INCLUSION THROUGH ENTREPRENEURSHIP (ITE) FISCAL CONCESSIONS AND PUBLIC/PRIVATE FUNDING FOR SOCIAL ENTERPRISE CREATION AND MANAGEMENT Speaker Dott. Alfonso Santaniello ETHICAL FINANCE THE PRINCIPLES Credit
LAKE GARDA & PIEDMONT CYCLING EXPERIENCE
Peschiera del Garda Verona LAKE GARDA & PIEDMONT CYCLING EXPERIENCE Pralormo Torino PIEDMONT CITY OF INTEREST: Alba Torino CYCLING AREA: Langhe e Roero (Barolo) Monferrato MOST FAMOUS CLIMBS: Colle delle
CENTRAL EUROPE PROGRAMME Launch of the 3 rd Call for Proposals
CENTRAL EUROPE PROGRAMME 2007-2013 National Info Day Venice, 31 March 2010 CENTRAL EUROPE PROGRAMME Launch of the 3 rd Call for Proposals Barbara Di Piazza JTS CENTRAL EUROPE PROGRAMME CENTRAL EUROPE PROGRAMME
The Italian Cloud and Impact Assessment of a governmental Strategy
A Methodology for the Impact Assessment of a g-cloud Strategy for the Italian Ministry of the Economic Development Francesca Spagnoli, Francesco Bellini and Alessandra Ghi Abstract The paper has the objective
The European fitness of Italian Regions
ISSN: 2036-5438 The European fitness of Italian Regions by Paolo Bilancia, Francesco Palermo, Ornella Porchia Perspectives on Federalism, Vol. 2, issue 2, 2010 E- 1 Abstract What impact did Europeanization
CONTENTS THE ITALIAN REVENUE AGENCY THE GOVERNANCE CENTRAL ORGANISATION CENTRAL DIRECTORATES FUNCTIONS STAFF OFFICES FUNCTIONS
CONTENTS THE ITALIAN REVENUE AGENCY 2 THE GOVERNANCE 3 CENTRAL ORGANISATION 4 CENTRAL DIRECTORATES FUNCTIONS 5 STAFF OFFICES FUNCTIONS 6 TERRITORIAL ORGANISATION 7 FINANCIAL AND HUMAN RESOURCES 9 FIGURES
Embracing Disciplinary Diversity: Public Administration Education in Italy
Embracing Disciplinary Diversity: Public Administration Education in Italy Denita Cepiku * UDK 378.046.4:35(450) 35:378.046.4(450) Original scientific paper / izvorni znanstveni rad Received / primljeno:
The Italian strategy for next generation access network. Presidenza del Consiglio dei Ministri
The Italian strategy for next generation access network Presidenza del Consiglio dei Ministri Introduction 4 Brief summary 10 Division into four clusters 11 Auction on time 11 Accompanying the migration
European Hospital Survey: Benchmarking Deployment of e-health Services (2012 2013)
European Hospital Survey: Benchmarking Deployment of e-health Services (2012 2013) Methodological Report Manuela Deidda Francisco Lupiáñez-Villanueva Ioannis Maghiros 2 0 1 3 Report EUR 26360 EN European
ITALIAN SMALL BUSINESS ONLINE TRADE SUMMARY 2015. May 2015
ITALIAN SMALL BUSINESS ONLINE TRADE SUMMARY 2015 May 2015 In recent years, technology has ensured more equal economic opportunities for small and medium sized businesses (SMBs). Since 2011, the ebay Public
Access to medicines - time for a progressive model
Access to medicines - time for a progressive model Richard Bergström, EFPIA Director General 1 A question of solidarity The sense of fairness and equity between Member States is being eroded. And without
LA SCUOLA di E A T A L Y EATALY CHICAGO PRIVATE DINING. class & event options AT LA SCUOLA 2015
LA SCUOLA di E A T A L Y EATALY CHICAGO PRIVATE DINING class & event options AT LA SCUOLA 2015 Private Cooking Classes The Chef of La Scuola will demonstrate a 4-course menu for the class to enjoy, each
ELDERLY PEOPLE CURRICULUM ABOUT SYNERGIA ACTIVITIES. SYNERGIA Knowledge and management for social change. Milan, 2010
SYNERGIA Knowledge and management for social change ELDERLY PEOPLE CURRICULUM ABOUT SYNERGIA ACTIVITIES Milan, 2010 Via Mauro Macchi 44-20124 Milano Italy - Tel. +39/02/72093033 - Fax +39/02/72099743 e-mail:
ITALIAN SPATIAL DATA INFRASTRUCTURE
Il Sistema Informativo Catastale: una risorsa per le politiche di governo del territorio Roma, 10-11 dicembre 2008 ITALIAN SPATIAL DATA INFRASTRUCTURE Elettra Cappadozzi National Centre for ICT in the
Member States experience with simplification: Italy. Cristina Colombo, ESF Managing Authority in Lombardy Region Dublin, 27th January 2014
Member States experience with simplification: Italy Cristina Colombo, ESF Managing Authority in Lombardy Region Dublin, 27th January 2014 Lombardy Region Facts & Figures [1/2] Fourth-largest Region in
Adventures BACCOLUX. Wine and food adventures comfortably seated in a luxurious minibus, in the midst of magnificent hills and mountains...
BACCOLUX WINE FOOD ITALY Wine and food adventures comfortably seated in a luxurious minibus, in the midst of magnificent hills and mountains... BACCOLUX We have developed a new tour in north-west Italy,
The VaccinarSì Project: how to be informed about vaccinations.
The VaccinarSì Project: how to be informed about vaccinations. The Italian web portal of medical information about vaccinations created under the supervision of SItI (Italian Society of Hygiene and Public
n. 1 2015 Preface Innocenzo Cipolletta
n. 1 2015 Temi trattati Data Envelopment Analysis (DEA) assessment of composite indicators of infrastructure endowment Silvia Terzi e Andrea Pierini A FOCUS ON QUARTERLY SERVICE TURNOVER INDICES Preface
Tourism rural. An Analysis of the experience. Product manufactured by: Agricoltura Service Via Sorrentino n. 6 Bari (Italy) Tel 00390805565322
Tourism rural. An Analysis of the experience Touring Club Italiano Investigation on agriculture and Tourism In 2010, within the agricultural Milano was born the first RURAL DISTRICT. Affected area: 1800
All Inclusive Plan 2016
All Inclusive Plan 2016 Detailed description of the all inclusive operation at Agapi Beach Agapi Beach is ideally positioned to benefit from all of Crete s treasures. It is located just 12 kilometres from
THE ITALIAN INNOVATION SYSTEM AND ITS POTENTIAL FOR HIGH-TECH START-UPS
CHAPTER 3 THE ITALIAN INNOVATION SYSTEM AND ITS POTENTIAL FOR HIGH-TECH START-UPS This chapter summarizes figures and characteristics of the Italian Innovation System through the analysis of general indicators
FRENCH CULINARY ARTS. 2 0 1 0 STUDENT S PROGRAM ( 1 7 t h of May 17 t h of September) A n exclusive 16-week pro gram f o r adv a nced students
FRENCH CULINARY ARTS at the Institut Paul Bocuse L y o n-ecully (Franc e ) 2 0 1 0 STUDENT S PROGRAM ( 1 7 t h of May 17 t h of September) A n exclusive 16-week pro gram f o r adv a nced students T o improve
Estudios Económicos Regionales y Sectoriales. AEEADE. Vol. 2, núm. 2(2002)
Estudios Económicos Regionales y Sectoriales. AEEADE. Vol. 2, núm. 2(2002) EMPLOYMENT AND REGIONAL TOURISM IN EUROPEAN COUNTRIES, 1995-2000. GUISAN, M. Carmen (eccgs@usc.es) AGUAYO, Eva (economet@usc.es)