Compressibility, Laws of Nature, Initial Conditions and Complexity View Full Text


Ontology type: schema:ScholarlyArticle      Open Access: True


Article Info

DATE

2017-10

AUTHORS

Sergio Chibbaro, Angelo Vulpiani

ABSTRACT

We critically analyse the point of view for which laws of nature are just a mean to compress data. Discussing some basic notions of dynamical systems and information theory, we show that the idea that the analysis of large amount of data by means of an algorithm of compression is equivalent to the knowledge one can have from scientific laws, is rather naive. In particular we discuss the subtle conceptual topic of the initial conditions of phenomena which are generally incompressible. Starting from this point, we argue that laws of nature represent more than a pure compression of data, and that the availability of large amount of data, in general, is not particularly useful to understand the behaviour of complex phenomena. More... »

PAGES

1368-1386

Identifiers

URI

http://scigraph.springernature.com/pub.10.1007/s10701-017-0113-4

DOI

http://dx.doi.org/10.1007/s10701-017-0113-4

DIMENSIONS

https://app.dimensions.ai/details/publication/pub.1091501738


Indexing Status Check whether this publication has been indexed by Scopus and Web Of Science using the SN Indexing Status Tool
Incoming Citations Browse incoming citations for this publication using opencitations.net

JSON-LD is the canonical representation for SciGraph data.

TIP: You can open this SciGraph record using an external JSON-LD service: JSON-LD Playground Google SDTT

[
  {
    "@context": "https://springernature.github.io/scigraph/jsonld/sgcontext.json", 
    "about": [
      {
        "id": "http://purl.org/au-research/vocabulary/anzsrc-for/2008/0101", 
        "inDefinedTermSet": "http://purl.org/au-research/vocabulary/anzsrc-for/2008/", 
        "name": "Pure Mathematics", 
        "type": "DefinedTerm"
      }, 
      {
        "id": "http://purl.org/au-research/vocabulary/anzsrc-for/2008/01", 
        "inDefinedTermSet": "http://purl.org/au-research/vocabulary/anzsrc-for/2008/", 
        "name": "Mathematical Sciences", 
        "type": "DefinedTerm"
      }
    ], 
    "author": [
      {
        "affiliation": {
          "alternateName": "French National Centre for Scientific Research", 
          "id": "https://www.grid.ac/institutes/grid.4444.0", 
          "name": [
            "Sorbonne Universit\u00e9, UPMC Univ Paris 06, Institut Jean Le Rond d\u2019Alembert, 75005, Paris, France", 
            "CNRS, UMR 7190, 75005, Paris, France"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Chibbaro", 
        "givenName": "Sergio", 
        "id": "sg:person.011306063070.52", 
        "sameAs": [
          "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.011306063070.52"
        ], 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "alternateName": "Sapienza University of Rome", 
          "id": "https://www.grid.ac/institutes/grid.7841.a", 
          "name": [
            "Dipartimento di Fisica, Universit\u00e0 \u201cLa Sapienza\u201d, Piazzale Aldo Moro 2, 00185, Rome, Italy", 
            "Centro Interdisciplinare B. Segre, Accademia dei Lincei, Rome, Italy"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Vulpiani", 
        "givenName": "Angelo", 
        "id": "sg:person.01352261626.07", 
        "sameAs": [
          "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01352261626.07"
        ], 
        "type": "Person"
      }
    ], 
    "citation": [
      {
        "id": "https://doi.org/10.1016/s0019-9958(66)80018-9", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1002020706"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1016/0167-2789(92)90023-g", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1004056050"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1016/0167-2789(92)90023-g", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1004056050"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1002/wics.1290", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1004208257"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1098/rsta.2016.0153", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1009112593"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1016/0097-3165(94)90064-7", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1019398427"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "sg:pub.10.1007/s40329-014-0063-z", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1023306369", 
          "https://doi.org/10.1007/s40329-014-0063-z"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://app.dimensions.ai/details/publication/pub.1025044546", 
        "type": "CreativeWork"
      }, 
      {
        "id": "sg:pub.10.1007/978-1-4757-2606-0", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1025044546", 
          "https://doi.org/10.1007/978-1-4757-2606-0"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "sg:pub.10.1007/978-1-4757-2606-0", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1025044546", 
          "https://doi.org/10.1007/978-1-4757-2606-0"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1016/0022-0000(92)90026-f", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1025072502"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1016/s0019-9958(64)90223-2", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1027287787"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://app.dimensions.ai/details/publication/pub.1028664748", 
        "type": "CreativeWork"
      }, 
      {
        "id": "sg:pub.10.1007/978-3-319-06361-4", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1028664748", 
          "https://doi.org/10.1007/978-3-319-06361-4"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "sg:pub.10.1007/978-3-319-06361-4", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1028664748", 
          "https://doi.org/10.1007/978-3-319-06361-4"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1098/rspa.1929.0094", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1033506558"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1016/s0039-3681(03)00047-5", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1033668996"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1016/s0039-3681(03)00047-5", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1033668996"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "sg:pub.10.1007/s11047-015-9533-2", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1035851747", 
          "https://doi.org/10.1007/s11047-015-9533-2"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "sg:pub.10.1007/978-3-662-11314-1", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1041571030", 
          "https://doi.org/10.1007/978-3-662-11314-1"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "sg:pub.10.1007/978-3-662-11314-1", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1041571030", 
          "https://doi.org/10.1007/978-3-662-11314-1"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "sg:pub.10.1007/bfb0091924", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1049441366", 
          "https://doi.org/10.1007/bfb0091924"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1098/rspa.1990.0010", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1052375335"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1103/physrev.91.1505", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1060460948"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1103/physrev.91.1505", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1060460948"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1126/science.145.3636.995", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1062483412"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1143/ptp.124.731", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1063129577"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1142/p548", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1098867692"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1142/1048", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1098925096"
        ], 
        "type": "CreativeWork"
      }
    ], 
    "datePublished": "2017-10", 
    "datePublishedReg": "2017-10-01", 
    "description": "We critically analyse the point of view for which laws of nature are just a mean to compress data. Discussing some basic notions of dynamical systems and information theory, we show that the idea that the analysis of large amount of data by means of an algorithm of compression is equivalent to the knowledge one can have from scientific laws, is rather naive. In particular we discuss the subtle conceptual topic of the initial conditions of phenomena which are generally incompressible. Starting from this point, we argue that laws of nature represent more than a pure compression of data, and that the availability of large amount of data, in general, is not particularly useful to understand the behaviour of complex phenomena.", 
    "genre": "research_article", 
    "id": "sg:pub.10.1007/s10701-017-0113-4", 
    "inLanguage": [
      "en"
    ], 
    "isAccessibleForFree": true, 
    "isPartOf": [
      {
        "id": "sg:journal.1297335", 
        "issn": [
          "0015-9018", 
          "1572-9516"
        ], 
        "name": "Foundations of Physics", 
        "type": "Periodical"
      }, 
      {
        "issueNumber": "10", 
        "type": "PublicationIssue"
      }, 
      {
        "type": "PublicationVolume", 
        "volumeNumber": "47"
      }
    ], 
    "name": "Compressibility, Laws of Nature, Initial Conditions and Complexity", 
    "pagination": "1368-1386", 
    "productId": [
      {
        "name": "readcube_id", 
        "type": "PropertyValue", 
        "value": [
          "2c885593eb91a34b4dfc5344acbe1915f2f7d6cd938303e4c241d455b4596700"
        ]
      }, 
      {
        "name": "doi", 
        "type": "PropertyValue", 
        "value": [
          "10.1007/s10701-017-0113-4"
        ]
      }, 
      {
        "name": "dimensions_id", 
        "type": "PropertyValue", 
        "value": [
          "pub.1091501738"
        ]
      }
    ], 
    "sameAs": [
      "https://doi.org/10.1007/s10701-017-0113-4", 
      "https://app.dimensions.ai/details/publication/pub.1091501738"
    ], 
    "sdDataset": "articles", 
    "sdDatePublished": "2019-04-11T01:59", 
    "sdLicense": "https://scigraph.springernature.com/explorer/license/", 
    "sdPublisher": {
      "name": "Springer Nature - SN SciGraph project", 
      "type": "Organization"
    }, 
    "sdSource": "s3://com-uberresearch-data-dimensions-target-20181106-alternative/cleanup/v134/2549eaecd7973599484d7c17b260dba0a4ecb94b/merge/v9/a6c9fde33151104705d4d7ff012ea9563521a3ce/jats-lookup/v90/0000000001_0000000264/records_8700_00000509.jsonl", 
    "type": "ScholarlyArticle", 
    "url": "http://link.springer.com/10.1007%2Fs10701-017-0113-4"
  }
]
 

Download the RDF metadata as:  json-ld nt turtle xml License info

HOW TO GET THIS DATA PROGRAMMATICALLY:

JSON-LD is a popular format for linked data which is fully compatible with JSON.

curl -H 'Accept: application/ld+json' 'https://scigraph.springernature.com/pub.10.1007/s10701-017-0113-4'

N-Triples is a line-based linked data format ideal for batch operations.

curl -H 'Accept: application/n-triples' 'https://scigraph.springernature.com/pub.10.1007/s10701-017-0113-4'

Turtle is a human-readable linked data format.

curl -H 'Accept: text/turtle' 'https://scigraph.springernature.com/pub.10.1007/s10701-017-0113-4'

RDF/XML is a standard XML format for linked data.

curl -H 'Accept: application/rdf+xml' 'https://scigraph.springernature.com/pub.10.1007/s10701-017-0113-4'


 

This table displays all metadata directly associated to this object as RDF triples.

146 TRIPLES      21 PREDICATES      50 URIs      19 LITERALS      7 BLANK NODES

Subject Predicate Object
1 sg:pub.10.1007/s10701-017-0113-4 schema:about anzsrc-for:01
2 anzsrc-for:0101
3 schema:author Nff857b3270d94fc5b0878ecd8f1f1c3e
4 schema:citation sg:pub.10.1007/978-1-4757-2606-0
5 sg:pub.10.1007/978-3-319-06361-4
6 sg:pub.10.1007/978-3-662-11314-1
7 sg:pub.10.1007/bfb0091924
8 sg:pub.10.1007/s11047-015-9533-2
9 sg:pub.10.1007/s40329-014-0063-z
10 https://app.dimensions.ai/details/publication/pub.1025044546
11 https://app.dimensions.ai/details/publication/pub.1028664748
12 https://doi.org/10.1002/wics.1290
13 https://doi.org/10.1016/0022-0000(92)90026-f
14 https://doi.org/10.1016/0097-3165(94)90064-7
15 https://doi.org/10.1016/0167-2789(92)90023-g
16 https://doi.org/10.1016/s0019-9958(64)90223-2
17 https://doi.org/10.1016/s0019-9958(66)80018-9
18 https://doi.org/10.1016/s0039-3681(03)00047-5
19 https://doi.org/10.1098/rspa.1929.0094
20 https://doi.org/10.1098/rspa.1990.0010
21 https://doi.org/10.1098/rsta.2016.0153
22 https://doi.org/10.1103/physrev.91.1505
23 https://doi.org/10.1126/science.145.3636.995
24 https://doi.org/10.1142/1048
25 https://doi.org/10.1142/p548
26 https://doi.org/10.1143/ptp.124.731
27 schema:datePublished 2017-10
28 schema:datePublishedReg 2017-10-01
29 schema:description We critically analyse the point of view for which laws of nature are just a mean to compress data. Discussing some basic notions of dynamical systems and information theory, we show that the idea that the analysis of large amount of data by means of an algorithm of compression is equivalent to the knowledge one can have from scientific laws, is rather naive. In particular we discuss the subtle conceptual topic of the initial conditions of phenomena which are generally incompressible. Starting from this point, we argue that laws of nature represent more than a pure compression of data, and that the availability of large amount of data, in general, is not particularly useful to understand the behaviour of complex phenomena.
30 schema:genre research_article
31 schema:inLanguage en
32 schema:isAccessibleForFree true
33 schema:isPartOf N962ea45a3cf942c096ce435d165f5d0a
34 Nee65d0fc24214bac8ca19bfe0b35a70d
35 sg:journal.1297335
36 schema:name Compressibility, Laws of Nature, Initial Conditions and Complexity
37 schema:pagination 1368-1386
38 schema:productId N4247f73fdfba4304ba30a3773154d06c
39 N4b4589672eb045b195c824cc7bab86c3
40 N95903c3224d947b499dada8e1ebeeecd
41 schema:sameAs https://app.dimensions.ai/details/publication/pub.1091501738
42 https://doi.org/10.1007/s10701-017-0113-4
43 schema:sdDatePublished 2019-04-11T01:59
44 schema:sdLicense https://scigraph.springernature.com/explorer/license/
45 schema:sdPublisher N8de09284e7b843909e534969b7fc1f5d
46 schema:url http://link.springer.com/10.1007%2Fs10701-017-0113-4
47 sgo:license sg:explorer/license/
48 sgo:sdDataset articles
49 rdf:type schema:ScholarlyArticle
50 N4247f73fdfba4304ba30a3773154d06c schema:name readcube_id
51 schema:value 2c885593eb91a34b4dfc5344acbe1915f2f7d6cd938303e4c241d455b4596700
52 rdf:type schema:PropertyValue
53 N4b4589672eb045b195c824cc7bab86c3 schema:name dimensions_id
54 schema:value pub.1091501738
55 rdf:type schema:PropertyValue
56 N8de09284e7b843909e534969b7fc1f5d schema:name Springer Nature - SN SciGraph project
57 rdf:type schema:Organization
58 N95903c3224d947b499dada8e1ebeeecd schema:name doi
59 schema:value 10.1007/s10701-017-0113-4
60 rdf:type schema:PropertyValue
61 N962ea45a3cf942c096ce435d165f5d0a schema:issueNumber 10
62 rdf:type schema:PublicationIssue
63 Nee65d0fc24214bac8ca19bfe0b35a70d schema:volumeNumber 47
64 rdf:type schema:PublicationVolume
65 Nf6608535694b4691ba5aa96d42a46270 rdf:first sg:person.01352261626.07
66 rdf:rest rdf:nil
67 Nff857b3270d94fc5b0878ecd8f1f1c3e rdf:first sg:person.011306063070.52
68 rdf:rest Nf6608535694b4691ba5aa96d42a46270
69 anzsrc-for:01 schema:inDefinedTermSet anzsrc-for:
70 schema:name Mathematical Sciences
71 rdf:type schema:DefinedTerm
72 anzsrc-for:0101 schema:inDefinedTermSet anzsrc-for:
73 schema:name Pure Mathematics
74 rdf:type schema:DefinedTerm
75 sg:journal.1297335 schema:issn 0015-9018
76 1572-9516
77 schema:name Foundations of Physics
78 rdf:type schema:Periodical
79 sg:person.011306063070.52 schema:affiliation https://www.grid.ac/institutes/grid.4444.0
80 schema:familyName Chibbaro
81 schema:givenName Sergio
82 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.011306063070.52
83 rdf:type schema:Person
84 sg:person.01352261626.07 schema:affiliation https://www.grid.ac/institutes/grid.7841.a
85 schema:familyName Vulpiani
86 schema:givenName Angelo
87 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01352261626.07
88 rdf:type schema:Person
89 sg:pub.10.1007/978-1-4757-2606-0 schema:sameAs https://app.dimensions.ai/details/publication/pub.1025044546
90 https://doi.org/10.1007/978-1-4757-2606-0
91 rdf:type schema:CreativeWork
92 sg:pub.10.1007/978-3-319-06361-4 schema:sameAs https://app.dimensions.ai/details/publication/pub.1028664748
93 https://doi.org/10.1007/978-3-319-06361-4
94 rdf:type schema:CreativeWork
95 sg:pub.10.1007/978-3-662-11314-1 schema:sameAs https://app.dimensions.ai/details/publication/pub.1041571030
96 https://doi.org/10.1007/978-3-662-11314-1
97 rdf:type schema:CreativeWork
98 sg:pub.10.1007/bfb0091924 schema:sameAs https://app.dimensions.ai/details/publication/pub.1049441366
99 https://doi.org/10.1007/bfb0091924
100 rdf:type schema:CreativeWork
101 sg:pub.10.1007/s11047-015-9533-2 schema:sameAs https://app.dimensions.ai/details/publication/pub.1035851747
102 https://doi.org/10.1007/s11047-015-9533-2
103 rdf:type schema:CreativeWork
104 sg:pub.10.1007/s40329-014-0063-z schema:sameAs https://app.dimensions.ai/details/publication/pub.1023306369
105 https://doi.org/10.1007/s40329-014-0063-z
106 rdf:type schema:CreativeWork
107 https://app.dimensions.ai/details/publication/pub.1025044546 schema:CreativeWork
108 https://app.dimensions.ai/details/publication/pub.1028664748 schema:CreativeWork
109 https://doi.org/10.1002/wics.1290 schema:sameAs https://app.dimensions.ai/details/publication/pub.1004208257
110 rdf:type schema:CreativeWork
111 https://doi.org/10.1016/0022-0000(92)90026-f schema:sameAs https://app.dimensions.ai/details/publication/pub.1025072502
112 rdf:type schema:CreativeWork
113 https://doi.org/10.1016/0097-3165(94)90064-7 schema:sameAs https://app.dimensions.ai/details/publication/pub.1019398427
114 rdf:type schema:CreativeWork
115 https://doi.org/10.1016/0167-2789(92)90023-g schema:sameAs https://app.dimensions.ai/details/publication/pub.1004056050
116 rdf:type schema:CreativeWork
117 https://doi.org/10.1016/s0019-9958(64)90223-2 schema:sameAs https://app.dimensions.ai/details/publication/pub.1027287787
118 rdf:type schema:CreativeWork
119 https://doi.org/10.1016/s0019-9958(66)80018-9 schema:sameAs https://app.dimensions.ai/details/publication/pub.1002020706
120 rdf:type schema:CreativeWork
121 https://doi.org/10.1016/s0039-3681(03)00047-5 schema:sameAs https://app.dimensions.ai/details/publication/pub.1033668996
122 rdf:type schema:CreativeWork
123 https://doi.org/10.1098/rspa.1929.0094 schema:sameAs https://app.dimensions.ai/details/publication/pub.1033506558
124 rdf:type schema:CreativeWork
125 https://doi.org/10.1098/rspa.1990.0010 schema:sameAs https://app.dimensions.ai/details/publication/pub.1052375335
126 rdf:type schema:CreativeWork
127 https://doi.org/10.1098/rsta.2016.0153 schema:sameAs https://app.dimensions.ai/details/publication/pub.1009112593
128 rdf:type schema:CreativeWork
129 https://doi.org/10.1103/physrev.91.1505 schema:sameAs https://app.dimensions.ai/details/publication/pub.1060460948
130 rdf:type schema:CreativeWork
131 https://doi.org/10.1126/science.145.3636.995 schema:sameAs https://app.dimensions.ai/details/publication/pub.1062483412
132 rdf:type schema:CreativeWork
133 https://doi.org/10.1142/1048 schema:sameAs https://app.dimensions.ai/details/publication/pub.1098925096
134 rdf:type schema:CreativeWork
135 https://doi.org/10.1142/p548 schema:sameAs https://app.dimensions.ai/details/publication/pub.1098867692
136 rdf:type schema:CreativeWork
137 https://doi.org/10.1143/ptp.124.731 schema:sameAs https://app.dimensions.ai/details/publication/pub.1063129577
138 rdf:type schema:CreativeWork
139 https://www.grid.ac/institutes/grid.4444.0 schema:alternateName French National Centre for Scientific Research
140 schema:name CNRS, UMR 7190, 75005, Paris, France
141 Sorbonne Université, UPMC Univ Paris 06, Institut Jean Le Rond d’Alembert, 75005, Paris, France
142 rdf:type schema:Organization
143 https://www.grid.ac/institutes/grid.7841.a schema:alternateName Sapienza University of Rome
144 schema:name Centro Interdisciplinare B. Segre, Accademia dei Lincei, Rome, Italy
145 Dipartimento di Fisica, Università “La Sapienza”, Piazzale Aldo Moro 2, 00185, Rome, Italy
146 rdf:type schema:Organization
 




Preview window. Press ESC to close (or click here)


...